From eb52b92f06874f9182cbe31264f00bdcc3fbb194 Mon Sep 17 00:00:00 2001 From: Xisco Jimenez Forteza <you@example.com> Date: Tue, 27 Apr 2021 08:34:40 +0200 Subject: [PATCH] data cleaning --- ...est_values_305_w-tau-fixed-m-af_nmax_0.csv | 139 +++++------- .../summary305_w-tau-fixed-m-af_nmax_0.csv | 44 ++-- ...est_values_305_w-tau-fixed-m-af_nmax_1.csv | 177 +++++----------- .../summary305_w-tau-fixed-m-af_nmax_1.csv | 50 ++--- ...est_values_305_w-tau-fixed-m-af_nmax_2.csv | 135 +++++------- .../summary305_w-tau-fixed-m-af_nmax_2.csv | 36 ++-- ...est_values_305_w-tau-fixed-m-af_nmax_4.csv | 198 +++++------------- .../summary305_w-tau-fixed-m-af_nmax_4.csv | 51 ++--- ...est_values_305_w-tau-fixed-m-af_nmax_5.csv | 138 +++++------- .../summary305_w-tau-fixed-m-af_nmax_5.csv | 36 ++-- ...est_values_305_w-tau-fixed-m-af_nmax_7.csv | 126 +++++------ .../summary305_w-tau-fixed-m-af_nmax_7.csv | 33 ++- 12 files changed, 432 insertions(+), 731 deletions(-) diff --git a/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax0_True__fitnoise_True/best_values_305_w-tau-fixed-m-af_nmax_0.csv b/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax0_True__fitnoise_True/best_values_305_w-tau-fixed-m-af_nmax_0.csv index 7bb58f4..6a498a1 100644 --- a/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax0_True__fitnoise_True/best_values_305_w-tau-fixed-m-af_nmax_0.csv +++ b/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax0_True__fitnoise_True/best_values_305_w-tau-fixed-m-af_nmax_0.csv @@ -1,82 +1,57 @@ -,tshift,$A_0$,$\phi_0$,mass,spin,noise -max val,0.0,0.9006899849967658,0.9703855786172189,0.9647490534299505,0.6926035389785682,0.9808478388748689 -lower bound,0.0,0.797521262835216,0.8490832544530366,0.947609447687505,0.6710093569543826,0.9490084704329924 -higher bound,0.0,1.0221074152886218,1.0928563625769168,0.9828061540130135,0.7140836039893859,0.9960128027974456 -max val,0.0,0.8098513139669288,0.9660307328532103,0.9686336937608533,0.6973352525097698,-1.2734522309282745 -lower bound,0.0,0.7984564332296215,0.9514597715614528,0.9666687447061102,0.6949343738414576,-1.291061104406031 -higher bound,0.0,0.8211555141032375,0.9807195052314491,0.970616661156482,0.6996960924332535,-1.2554861890626925 -max val,0.0,0.8094341187700336,0.965480170933241,0.9687013290558656,0.6973851849634771,-1.6200703706190946 -lower bound,0.0,0.80103276553429,0.9547449550559867,0.9672191265250101,0.6956082855633334,-1.6332925916786536 -higher bound,0.0,0.8179740532069053,0.9763531657883437,0.9701770125900424,0.699155197166003,-1.6065460247989014 -max val,0.0,0.8094303576372943,0.9656095409723778,0.9686826686047159,0.6973666873561234,-1.619110836186735 -max val ml,0.0,0.8092024936722253,0.9652531437281536,0.9686722762533913,0.6973077660618859,-1.62035002414677 -lower bound,0.0,0.790833277372181,0.9415683970942588,0.9654285135734724,0.6933817868583203,-1.6482990285143586 -higher bound,0.0,0.8284367132152879,0.9891323915053788,0.9719745111430567,0.7013020519061117,-1.589168478404229 -max val,0.0,0.8094304448063557,0.9655002936799637,0.9686791534575456,0.6973615044999363,-1.6190804169270159 -max val ml,0.0,0.8102080018379274,0.9662683291914599,0.9685668757572736,0.6972149551714161,-1.6206068192662997 -lower bound,0.0,0.7908738241882618,0.9413433932994241,0.9653866657434564,0.6933789963734228,-1.6486604147271353 -higher bound,0.0,0.8286391244619593,0.9900841241921026,0.9720036981419993,0.7013744039221173,-1.5890990649449683 -max val,0.0,0.8094397204431001,0.965519626511375,0.9686809511061086,0.6973739143268723,-1.618942697277351 -max val ml,0.0,0.8101251129551628,0.9646579209182955,0.968556045534892,0.6971591926648578,-1.620748771828822 -lower bound,0.0,0.790848017549548,0.9415033110061262,0.9653937906136589,0.6933570794319068,-1.6481927880078011 -higher bound,0.0,0.8285546112098839,0.9896709812334449,0.9719707617203921,0.7012978534740703,-1.5894463475824807 -max val,0.0,0.8093409589608125,0.965116847099679,0.9686955440332712,0.6973584568376483,-1.618998777681755 -max val ml,0.0,0.8094258875163055,0.9658631236557897,0.9686597432991768,0.6973942331261644,-1.621223053826359 -lower bound,0.0,0.7911718642464489,0.9414770169802767,0.965445144233867,0.6934391351585465,-1.6482580096791812 -higher bound,0.0,0.8282127320131425,0.9897741916680314,0.9719587491021799,0.7012972248441499,-1.5886722458330418 -max val,0.0,0.809559303369495,0.9654723046079342,0.9686859850323941,0.6973513438594391,-1.6190086351289459 -max val ml,0.0,0.8094788424266197,0.9651354276761841,0.9687791311299443,0.6974194402072711,-1.6207189825644228 -lower bound,0.0,0.7909447572399421,0.9415405015355229,0.9654470865728226,0.6934489377671756,-1.647843269836823 -higher bound,0.0,0.8282860498199838,0.9893540155724102,0.9719579646520355,0.7012709331155169,-1.5890755737031839 -max val,0.2,0.8122070135416399,0.973369847674118,0.9685630669386149,0.697486843713923,-1.6462778052681468 -max val ml,0.2,0.8121670749312347,0.9737395410583141,0.9685034773245365,0.6974575283135914,-1.6462761248584847 -lower bound,0.2,0.7943802888843368,0.9502722754789213,0.9653677433972936,0.6936364328979899,-1.6754715360550207 -higher bound,0.2,0.8311717239881261,0.9969938226432526,0.9717799693250284,0.7013165409437904,-1.6161361345787881 -max val,0.4,0.8139858259863781,0.9783993974216789,0.9684982094836005,0.6975957725085774,-1.6636936136332352 -max val ml,0.4,0.8150267191506231,0.978459292550299,0.9683121877837684,0.6973722822579745,-1.6651217351972711 -lower bound,0.4,0.7962206279446686,0.9556107369465431,0.9653702964234765,0.6938030840105802,-1.6923092180474557 -higher bound,0.4,0.8320954137856935,1.0012394370240534,0.9716274402710607,0.7013785625807388,-1.6341303938533969 -max val,0.8,0.8175089745965354,0.9889770476819518,0.9683327143487093,0.6977991226906124,-1.7001187154844004 -max val ml,0.8,0.8170318716505425,0.9883491319398392,0.9684960865205203,0.6979800907045689,-1.7011789903602867 -lower bound,0.8,0.8000814739732101,0.9660654564945546,0.9652935529820958,0.694071758610502,-1.7289618152216235 -higher bound,0.8,0.8354473187533802,1.0114642530198945,0.9713726962782328,0.7014655798687148,-1.6709101322790723 -max val,1.2,0.8213679852354792,0.9996284843694041,0.9681148206698267,0.6979083253852129,-1.7381690646339294 -max val ml,1.2,0.8201504052683585,0.999335522580359,0.9683192707476722,0.698151873327236,-1.7390509604907223 -lower bound,1.2,0.8042766717657067,0.9784629243995604,0.9651041249641066,0.694220892675423,-1.7670067613739846 -higher bound,1.2,0.8393020235935893,1.021225909164612,0.9711195934558621,0.7015256717962153,-1.7077254920821985 -max val,2.0,0.8286800291377131,1.0215160429047903,0.9676789084583843,0.6981665378601484,-1.8159420759327976 -max val ml,2.0,0.8281365894233123,1.0210407276163291,0.9678296938939654,0.6983769249768214,-1.817552487757542 -lower bound,2.0,0.8124871591079712,1.0013023015083962,0.9649261963646829,0.694816049644267,-1.8448174691233916 -higher bound,2.0,0.845021047028867,1.0414484441733192,0.97042926340167,0.7014909991644914,-1.7862055759436712 -max val,2.5,0.8333162914567733,1.0353861883216935,0.9673549680058711,0.6982463948634597,-1.8664263942972283 -max val ml,2.5,0.8332055023878593,1.0368991037685338,0.9673092912733967,0.6982156873884203,-1.8677364632407958 -lower bound,2.5,0.8176524845204727,1.0157054580068132,0.9646453281324487,0.6949527707636327,-1.8958008840706526 -higher bound,2.5,0.8494759345076591,1.0546448845041938,0.970039241985517,0.7015103310958851,-1.8369419928792254 -max val,5.0,0.8562387311593067,1.1048900962073278,0.9653491489264228,0.6982754572143989,-2.1403886971398514 -max val ml,5.0,0.8568923954077506,1.1050923144123417,0.9652501156454323,0.6981803327349835,-2.1410992237845328 -lower bound,5.0,0.8435331237256429,1.0899796793482908,0.9632175278191986,0.6956454536007305,-2.1698035848928114 -higher bound,5.0,0.8693979589934064,1.1199994884238922,0.9674584509723032,0.7008167107832647,-2.1111892842809574 -max val,7.5,0.8782842891061697,1.1698609973023952,0.9629138194072313,0.6975278656654409,-2.4473764905350635 -max val ml,7.5,0.8780637520464227,1.169250243463523,0.9629426264959775,0.6975453674172397,-2.4511801434304417 -lower bound,7.5,0.8681514661653897,1.1581900992956806,0.9613177560094248,0.6955596708131189,-2.476667188556135 -higher bound,7.5,0.888499924728871,1.1815042981021193,0.9645131902127919,0.6995054230827134,-2.417519534471822 -max val,10.0,0.8976772643270197,1.225965233668437,0.9605310471717938,0.6964933411376564,-2.788043363513175 -max val ml,10.0,0.8980783137735222,1.2263438027164828,0.9604833072612198,0.6964059400260203,-2.7909394710765802 -lower bound,10.0,0.8897402197786604,1.2170533290166134,0.9593196486320821,0.6949724886043336,-2.8186409310617693 -higher bound,10.0,0.9058099494551473,1.2348229238467552,0.9617019028465095,0.6979604343073088,-2.7577327874178366 -max val,12.0,0.911086469472524,1.2636678093546618,0.9587684653334632,0.6955824459126759,-3.0863562360472194 -max val ml,12.0,0.9113970541638226,1.2633748409275236,0.9587551622600989,0.6955278818121946,-3.089218762879021 -lower bound,12.0,0.9045580545462235,1.2565443852314286,0.9578208558650165,0.6943785388692578,-3.117737448906449 -higher bound,12.0,0.9176382331721875,1.2707408225543781,0.95971184470124,0.6967587707986914,-3.0536733785309664 -max val,15.0,0.9272674043449587,1.3078176027295858,0.9565623037483812,0.6942826624663461,-3.591024952781396 -max val ml,15.0,0.9275097872229705,1.308053518322043,0.9565299301768697,0.6942214640973791,-3.5936232408035274 -lower bound,15.0,0.9226693152195534,1.3029151648254595,0.9559253563539202,0.6934760653880842,-3.62763635591298 -higher bound,15.0,0.9319237477364573,1.31269139246233,0.9572046396135657,0.6951064939893776,-3.554609732240415 -max val,18.0,0.9399483798378772,1.3389042940100648,0.954754247168764,0.6930155037538932,-4.243528352471415 -max val ml,18.0,0.9398194185178881,1.3390389880554574,0.9547787318649696,0.6930516322852225,-4.2428002676501855 -lower bound,18.0,0.9367216230957964,1.3354659622610923,0.954312041664106,0.6924497963013764,-4.303467709799996 -higher bound,18.0,0.9432355464052791,1.3423872186319847,0.9551924137246575,0.6935802395680628,-4.187233629761149 -max val,20.0,0.9479634956750482,1.3537908532815914,0.9535778985056478,0.6919921991198028,-4.892621310869536 -max val ml,20.0,0.9475967691684015,1.3536161168630376,0.9536295898708538,0.6920700382333643,-4.897422031564357 -lower bound,20.0,0.9451437540510386,1.3507719916579637,0.9532271832190513,0.691527173677381,-5.032641091368166 -higher bound,20.0,0.9506930952842518,1.3567128866183407,0.9539508745011693,0.6924702664710182,-4.77674775146 +;tshift;$A_0$;$\phi_0$;mass;spin;noise +max val;0.0;0.809559303369495;0.9654723046079342;0.9686859850323941;0.6973513438594391;-1.6190086351289459 +max val ml;0.0;0.8094788424266197;0.9651354276761841;0.9687791311299443;0.6974194402072711;-1.6207189825644228 +lower bound;0.0;0.7909447572399421;0.9415405015355229;0.9654470865728226;0.6934489377671756;-1.647843269836823 +higher bound;0.0;0.8282860498199838;0.9893540155724102;0.9719579646520355;0.7012709331155169;-1.5890755737031839 +max val;0.2;0.8122070135416399;0.973369847674118;0.9685630669386149;0.697486843713923;-1.6462778052681468 +max val ml;0.2;0.8121670749312347;0.9737395410583141;0.9685034773245365;0.6974575283135914;-1.6462761248584847 +lower bound;0.2;0.7943802888843368;0.9502722754789213;0.9653677433972936;0.6936364328979899;-1.6754715360550207 +higher bound;0.2;0.8311717239881261;0.9969938226432526;0.9717799693250284;0.7013165409437904;-1.6161361345787881 +max val;0.4;0.8139858259863781;0.9783993974216789;0.9684982094836005;0.6975957725085774;-1.6636936136332352 +max val ml;0.4;0.8150267191506231;0.978459292550299;0.9683121877837684;0.6973722822579745;-1.6651217351972711 +lower bound;0.4;0.7962206279446686;0.9556107369465431;0.9653702964234765;0.6938030840105802;-1.6923092180474557 +higher bound;0.4;0.8320954137856935;1.0012394370240534;0.9716274402710607;0.7013785625807388;-1.6341303938533969 +max val;0.8;0.8175089745965354;0.9889770476819518;0.9683327143487093;0.6977991226906124;-1.7001187154844004 +max val ml;0.8;0.8170318716505425;0.9883491319398392;0.9684960865205203;0.6979800907045689;-1.7011789903602867 +lower bound;0.8;0.8000814739732101;0.9660654564945546;0.9652935529820958;0.694071758610502;-1.7289618152216235 +higher bound;0.8;0.8354473187533802;1.0114642530198945;0.9713726962782328;0.7014655798687148;-1.6709101322790723 +max val;1.2;0.8213679852354792;0.9996284843694041;0.9681148206698267;0.6979083253852129;-1.7381690646339294 +max val ml;1.2;0.8201504052683585;0.999335522580359;0.9683192707476722;0.698151873327236;-1.7390509604907223 +lower bound;1.2;0.8042766717657067;0.9784629243995604;0.9651041249641066;0.694220892675423;-1.7670067613739846 +higher bound;1.2;0.8393020235935893;1.021225909164612;0.9711195934558621;0.7015256717962153;-1.7077254920821985 +max val;2.0;0.8286800291377131;1.0215160429047903;0.9676789084583843;0.6981665378601484;-1.8159420759327976 +max val ml;2.0;0.8281365894233123;1.0210407276163291;0.9678296938939654;0.6983769249768214;-1.817552487757542 +lower bound;2.0;0.8124871591079712;1.0013023015083962;0.9649261963646829;0.694816049644267;-1.8448174691233916 +higher bound;2.0;0.845021047028867;1.0414484441733192;0.97042926340167;0.7014909991644914;-1.7862055759436712 +max val;2.5;0.8333162914567733;1.0353861883216935;0.9673549680058711;0.6982463948634597;-1.8664263942972283 +max val ml;2.5;0.8332055023878593;1.0368991037685338;0.9673092912733967;0.6982156873884203;-1.8677364632407958 +lower bound;2.5;0.8176524845204727;1.0157054580068132;0.9646453281324487;0.6949527707636327;-1.8958008840706526 +higher bound;2.5;0.8494759345076591;1.0546448845041938;0.970039241985517;0.7015103310958851;-1.8369419928792254 +max val;5.0;0.8562387311593067;1.1048900962073278;0.9653491489264228;0.6982754572143989;-2.1403886971398514 +max val ml;5.0;0.8568923954077506;1.1050923144123417;0.9652501156454323;0.6981803327349835;-2.1410992237845328 +lower bound;5.0;0.8435331237256429;1.0899796793482908;0.9632175278191986;0.6956454536007305;-2.1698035848928114 +higher bound;5.0;0.8693979589934064;1.1199994884238922;0.9674584509723032;0.7008167107832647;-2.1111892842809574 +max val;7.5;0.8782842891061697;1.1698609973023952;0.9629138194072313;0.6975278656654409;-2.4473764905350635 +max val ml;7.5;0.8780637520464227;1.169250243463523;0.9629426264959775;0.6975453674172397;-2.4511801434304417 +lower bound;7.5;0.8681514661653897;1.1581900992956806;0.9613177560094248;0.6955596708131189;-2.476667188556135 +higher bound;7.5;0.888499924728871;1.1815042981021193;0.9645131902127919;0.6995054230827134;-2.417519534471822 +max val;10.0;0.8976772643270197;1.225965233668437;0.9605310471717938;0.6964933411376564;-2.788043363513175 +max val ml;10.0;0.8980783137735222;1.2263438027164828;0.9604833072612198;0.6964059400260203;-2.7909394710765802 +lower bound;10.0;0.8897402197786604;1.2170533290166134;0.9593196486320821;0.6949724886043336;-2.8186409310617693 +higher bound;10.0;0.9058099494551473;1.2348229238467552;0.9617019028465095;0.6979604343073088;-2.7577327874178366 +max val;12.0;0.911086469472524;1.2636678093546618;0.9587684653334632;0.6955824459126759;-3.0863562360472194 +max val ml;12.0;0.9113970541638226;1.2633748409275236;0.9587551622600989;0.6955278818121946;-3.089218762879021 +lower bound;12.0;0.9045580545462235;1.2565443852314286;0.9578208558650165;0.6943785388692578;-3.117737448906449 +higher bound;12.0;0.9176382331721875;1.2707408225543781;0.95971184470124;0.6967587707986914;-3.0536733785309664 +max val;15.0;0.9272674043449587;1.3078176027295858;0.9565623037483812;0.6942826624663461;-3.591024952781396 +max val ml;15.0;0.9275097872229705;1.308053518322043;0.9565299301768697;0.6942214640973791;-3.5936232408035274 +lower bound;15.0;0.9226693152195534;1.3029151648254595;0.9559253563539202;0.6934760653880842;-3.62763635591298 +higher bound;15.0;0.9319237477364573;1.31269139246233;0.9572046396135657;0.6951064939893776;-3.554609732240415 +max val;18.0;0.9399483798378772;1.3389042940100648;0.954754247168764;0.6930155037538932;-4.243528352471415 +max val ml;18.0;0.9398194185178881;1.3390389880554574;0.9547787318649696;0.6930516322852225;-4.2428002676501855 +lower bound;18.0;0.9367216230957964;1.3354659622610923;0.954312041664106;0.6924497963013764;-4.303467709799996 +higher bound;18.0;0.9432355464052791;1.3423872186319847;0.9551924137246575;0.6935802395680628;-4.187233629761149 +max val;20.0;0.9479634956750482;1.3537908532815914;0.9535778985056478;0.6919921991198028;-4.892621310869536 +max val ml;20.0;0.9475967691684015;1.3536161168630376;0.9536295898708538;0.6920700382333643;-4.897422031564357 +lower bound;20.0;0.9451437540510386;1.3507719916579637;0.9532271832190513;0.691527173677381;-5.032641091368166 +higher bound;20.0;0.9506930952842518;1.3567128866183407;0.9539508745011693;0.6924702664710182;-4.77674775146 \ No newline at end of file diff --git a/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax0_True__fitnoise_True/summary305_w-tau-fixed-m-af_nmax_0.csv b/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax0_True__fitnoise_True/summary305_w-tau-fixed-m-af_nmax_0.csv index f4ca283..57cc041 100644 --- a/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax0_True__fitnoise_True/summary305_w-tau-fixed-m-af_nmax_0.csv +++ b/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax0_True__fitnoise_True/summary305_w-tau-fixed-m-af_nmax_0.csv @@ -1,29 +1,15 @@ -n,id,t_shift,dlogz,dlogz_err -0,305,0.0,-21.65705444819647,0.08520091588418761 -0.0,305.0,0.0,4245.459596433893,0.11048575112223884 -0.0,305.0,0.0,4245.571780456575,0.11030400951634511 -0.0,305.0,0.0,4245.5320370755535,0.110344653504718 -0.0,305.0,0.0,4245.5320370755535,0.110344653504718 -0.0,305.0,0.0,4245.5320370755535,0.110344653504718 -0.0,305.0,0.0,859.512349086938,0.11401590199636878 -0.0,305.0,0.0,-73657.15529020842,0.1138303581993187 -0.0,305.0,0.0,-73657.15529020842,0.1138303581993187 -0.0,305.0,0.0,-73657.27224379127,0.11411640663110792 -0.0,305.0,0.0,-73657.98694271696,0.11567553242282512 -0.0,305.0,0.0,-73658.04403643479,0.11569482774521367 -0.0,305.0,0.0,-73657.90025304604,0.11546046648333361 -0.0,305.0,0.0,-73650.16067034911,0.09725055599267338 -0.0,305.0,0.0,-73658.45056573242,0.11670185019380899 -0.0,305.0,0.2,-73349.25643142906,0.11747622341452386 -0.0,305.0,0.4,-73142.09928575085,0.11668712276614147 -0.0,305.0,0.8,-72728.3814643333,0.1177504210617825 -0.0,305.0,1.2,-72313.24079166305,0.11798902373759716 -0.0,305.0,2.0,-71479.73823771642,0.11813658738021342 -0.0,305.0,2.5,-70956.82089645947,0.11800657530602666 -0.0,305.0,5.0,-68323.73534096875,0.120789102353623 -0.0,305.0,7.5,-65665.0694412087,0.12244233349387597 -0.0,305.0,10.0,-62995.29051566549,0.12535266901264644 -0.0,305.0,12.0,-60860.96382297498,0.12661746521987746 -0.0,305.0,15.0,-57685.494880853046,0.1291616349930313 -0.0,305.0,18.0,-54585.41923663549,0.13052592950510278 -0.0,305.0,20.0,-52612.667139922894,0.13290600264009497 +n;id;t_shift;dlogz;dlogz_err +0.0;305.0;0.0;-73658.45056573242;0.11670185019380899 +0.0;305.0;0.2;-73349.25643142906;0.11747622341452386 +0.0;305.0;0.4;-73142.09928575085;0.11668712276614147 +0.0;305.0;0.8;-72728.3814643333;0.1177504210617825 +0.0;305.0;1.2;-72313.24079166305;0.11798902373759716 +0.0;305.0;2.0;-71479.73823771642;0.11813658738021342 +0.0;305.0;2.5;-70956.82089645947;0.11800657530602666 +0.0;305.0;5.0;-68323.73534096875;0.120789102353623 +0.0;305.0;7.5;-65665.0694412087;0.12244233349387597 +0.0;305.0;10.0;-62995.29051566549;0.12535266901264644 +0.0;305.0;12.0;-60860.96382297498;0.12661746521987746 +0.0;305.0;15.0;-57685.494880853046;0.1291616349930313 +0.0;305.0;18.0;-54585.41923663549;0.13052592950510278 +0.0;305.0;20.0;-52612.667139922894;0.13290600264009497 \ No newline at end of file diff --git a/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax1_True__fitnoise_True/best_values_305_w-tau-fixed-m-af_nmax_1.csv b/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax1_True__fitnoise_True/best_values_305_w-tau-fixed-m-af_nmax_1.csv index 46f15c4..88f611f 100644 --- a/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax1_True__fitnoise_True/best_values_305_w-tau-fixed-m-af_nmax_1.csv +++ b/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax1_True__fitnoise_True/best_values_305_w-tau-fixed-m-af_nmax_1.csv @@ -1,120 +1,57 @@ -,tshift,$A_0$,$A_1$,$\phi_0$,$\phi_1$,mass,spin,noise -max val,20.0,0.9645265733282224,3.5184624877948174,1.3990690711301976,5.434583505205909,0.9513542747516166,0.6905572344218766,-5.130062977081046 -lower bound,20.0,0.9621464799298396,3.393331674909404,1.396652160191571,5.4017539283612175,0.9510781224888925,0.6901908954917118,-5.271534445764036 -higher bound,20.0,0.9666997000845194,3.6323874190471135,1.4014335454395728,5.4703779869607745,0.9516326506850947,0.6909226660111962,-5.016402581487512 -max val,18.0,0.9650039382472209,3.5921396219895776,1.3994655318496267,5.429292267274295,0.9512903308629805,0.6904813128848132,-5.182883341107081 -lower bound,18.0,0.9628346581831517,3.505981596167632,1.3972449372813962,5.405908947752477,0.9510205039354702,0.6901230237082632,-5.335809377112503 -higher bound,18.0,0.9672305385203144,3.676257420131571,1.4016410048745727,5.452243897621626,0.9515483967781065,0.6908148683281943,-5.059110703766294 -max val,15.0,0.9660890048557309,3.571060307757255,1.3984984417930262,5.40932056199354,0.9511631307311785,0.6902878476864991,-5.28467790800271 -lower bound,15.0,0.9641601203166575,3.5247068798790937,1.3964581504031581,5.3958436693865535,0.9509236608012885,0.6899611003981077,-5.476551723249505 -higher bound,15.0,0.9679940549811152,3.6159890162228736,1.4004481022833486,5.421878371862963,0.9514054246634782,0.6905992398602547,-5.150103426893995 -max val,12.0,0.966476437949228,3.3472967455136806,1.392014557124063,5.3646893434105785,0.9511969781775949,0.6901207142803707,-5.2030091906357825 -lower bound,12.0,0.9646724302827455,3.3205135760395708,1.3901095399454206,5.356668297030547,0.9509702847726141,0.6898214573337427,-5.3733770261041744 -higher bound,12.0,0.9683013488006649,3.3730074123938456,1.3938301206171106,5.372533343257526,0.9514204359641205,0.690414879422094,-5.075664104720162 -max val,10.0,0.9648185231372891,3.0963434989624163,1.3825050983708573,5.319860594078252,0.9515750743579966,0.6903170621092057,-4.632579585774547 -lower bound,10.0,0.9629510463481603,3.0757622248382646,1.380490265504346,5.313178384187785,0.9513341282567301,0.69000481274254,-4.701300874108115 -higher bound,10.0,0.9666957711008634,3.1172790676094895,1.3845211599053888,5.326397838172999,0.9518160070042481,0.690644140937462,-4.565996531322762 -max val,7.5,0.9605469106733677,2.718678274797372,1.3628949865199376,5.247863607538134,0.9523801520441898,0.6907273976523138,-3.859186929079268 -lower bound,7.5,0.9580389101340343,2.6989848306027504,1.3601111171787212,5.240519299408669,0.9520520251530681,0.6902958510956702,-3.892018955844492 -higher bound,7.5,0.9630442305667616,2.7381279559813265,1.3655840657064007,5.255127538831703,0.9527128082470443,0.6911638456639682,-3.8246409995490906 -max val,5.0,0.9519273602837569,2.283581061322055,1.329233644726091,5.1540941927604615,0.9537245287055256,0.6913282352674139,-3.2381546100180483 -lower bound,5.0,0.9483411394650734,2.2632226057136173,1.3251541039252301,5.145157701072667,0.9532410325698808,0.6906926424343011,-3.2638570223701917 -higher bound,5.0,0.9555849209085491,2.3037769494069487,1.3332452423413907,5.163170829739354,0.9542150437274703,0.6919681137128986,-3.2103580609789866 -max val,2.5,0.9346294899972043,1.8439952076166222,1.2795327346289709,5.047039578387155,0.9561520561998149,0.6927230264342068,-2.7042924396452612 -lower bound,2.5,0.9295217186270939,1.8232380805586377,1.2735469732585323,5.035463468438064,0.9554246617318697,0.6917810825962544,-2.727193456806935 -higher bound,2.5,0.9397517600764937,1.8648027039428956,1.2855295866331509,5.058792076483367,0.9568759724796869,0.6936609247197787,-2.679047517419037 -max val,2.0,0.9300174785691078,1.762444482665278,1.2680276450678232,5.025131043521621,0.9567682814699263,0.6931096589657322,-2.60711697606159 -lower bound,2.0,0.924562570360845,1.7415972209917914,1.2615863343115021,5.013010726390903,0.9559830607911217,0.6920943779586539,-2.6298287872151396 -higher bound,2.0,0.9355021256817097,1.783987458189917,1.2745961037070053,5.037368007079476,0.9575511125774594,0.6941232403706502,-2.5823409011461917 -max val,1.2,0.9217183855806483,1.6378390983775668,1.2487294223970191,4.990038551521123,0.9578727589072247,0.6938387474735515,-2.459149645953813 -lower bound,1.2,0.9158247812152479,1.61680180292948,1.2415561617017459,4.977032121894075,0.9569932387561102,0.692707802104423,-2.481588584845079 -higher bound,1.2,0.9277185483070053,1.6598184900790858,1.2559790174717633,5.003214444607675,0.958735209727038,0.6949525617930101,-2.435008805911961 -max val,0.8,0.917276253912403,1.5793442560049278,1.2388921194435503,4.972811586711024,0.958458018038852,0.6942321547498767,-2.388362833463944 -lower bound,0.8,0.9110634676257662,1.557510096496772,1.2311935292064933,4.959147707639332,0.9575286168199144,0.6930317108227995,-2.4106150940584143 -higher bound,0.8,0.92350534681947,1.6013700898411518,1.2465214736449084,4.9866914104650615,0.9593781466754483,0.6954095059366033,-2.364510804347571 -max val,0.4,0.9126082574182328,1.5228731254961168,1.2287899924507024,4.955622597566112,0.9590537862930344,0.6946365027950819,-2.319875137040082 -lower bound,0.4,0.90601933649025,1.5006778174158009,1.2205765206398542,4.941240921970912,0.9580724247789082,0.6933688232551103,-2.341783480706301 -higher bound,0.4,0.9192263654098559,1.5452562017349982,1.236972515099036,4.970131751839385,0.9600461225082542,0.6959007893556535,-2.29569782156283 -max val,0.2,0.910151499677877,1.4957083694948183,1.2237094185272597,4.947035141038337,0.9593726224628826,0.6948563285600483,-2.2865941234701026 -lower bound,0.2,0.9034091081671556,1.473283834833225,1.2152047960533552,4.93263407091729,0.9583769404721287,0.6935742901469402,-2.308305209385119 -higher bound,0.2,0.9168180454870816,1.5179667901662293,1.232115825185992,4.961807807282478,0.9603777072740941,0.696136423835346,-2.2624129530291457 -max val,0.0,0.9065217120515785,1.4562571785378942,1.2161406997990745,4.9344701106296665,0.9598294300404655,0.6951676485276552,-2.2375341514570284 -lower bound,0.0,0.8996951785058828,1.4339272622473442,1.2074361265949525,4.919679356055274,0.9588069692984191,0.6938504646478414,-2.2588936193594824 -higher bound,0.0,0.913372997187055,1.4789303540435712,1.2248127372017268,4.949616204922058,0.9608706138543606,0.6965100111784733,-2.2143571158678617 -max val,0.0,0.9292395385041553,1.59660226697277,1.2433270290311829,5.030273308984709,0.9582312673908734,0.6943476407478425,0.9237804828304519 -lower bound,0.0,0.8154823020397277,1.1974108016426084,1.0931157007760068,4.770773853674862,0.9406957074799684,0.6710453522049846,0.8025779544228051 -higher bound,0.0,1.0661671432662552,2.136749260175174,1.3935330633581746,5.323115181083897,0.9768093383760281,0.7170113133967327,0.9849460241860868 -max val,0.0,0.9065685127221361,1.4561980050702752,1.216052912195672,4.934533829285829,0.9598311383588067,0.6951635283418567,-2.2374607021443307 -lower bound,0.0,0.8997292466123827,1.4340053166954019,1.2073610602284068,4.9194759131067105,0.958781039911724,0.6938205755034837,-2.259908264277808 -higher bound,0.0,0.9135782225198463,1.47916018572257,1.2247998525651482,4.949627592346313,0.9608696751795449,0.6964832767430753,-2.213552107512779 -max val,0.0,0.9060235460200287,1.4524573299841368,1.21442957193854,4.932462443979312,0.9599118198798372,0.6952138595377391,-2.5832596485140993 -lower bound,0.0,0.9008150905731843,1.4360017990298652,1.2078906002107064,4.9212803975129,0.9591285332049244,0.6942215187276148,-2.5995493058842243 -higher bound,0.0,0.911229846968008,1.4693207749716324,1.2209421042569129,4.943729617862166,0.9607009502479329,0.6962222115537395,-2.565638257952732 -max val,0.0,0.9061464552918432,1.4529223590283933,1.2145250935176068,4.932482848755858,0.9598878211087543,0.6951816240047316,-2.5824816972015476 -max val ml,0.0,0.906638724476984,1.4524677170242628,1.2146708170006515,4.932503855992405,0.9597819943273833,0.695096404831049,-2.5818386739292656 -lower bound,0.0,0.8974560332004455,1.4255533396717186,1.2036682471270725,4.913766934742188,0.9586079122195259,0.6935476994414502,-2.610261475372152 -higher bound,0.0,0.9147594950988664,1.480780930468786,1.2252741541607446,4.950941162284249,0.9611952977995797,0.6968570104733299,-2.5541805291401403 -max val,0.0,0.9060098645435715,1.452853067311706,1.2146660741365347,4.932709750274315,0.9599067370257524,0.6952202285598388,-2.582487833691708 -max val ml,0.0,0.9059614108969095,1.451196242380757,1.2127787429266592,4.929869662745162,0.9599920863298601,0.6952711227024816,-2.5894516845375435 -lower bound,0.0,0.897414078337332,1.4250769288519811,1.2036323929198414,4.9144035301823585,0.9585882221622237,0.6935180795642955,-2.6101851673633725 -higher bound,0.0,0.9147150727149658,1.4808083069647222,1.2254668180032304,4.951331404897133,0.9612240281126572,0.6968874273601569,-2.554219102894116 -max val,0.0,0.9060789162322198,1.4527236227072915,1.2144924643388437,4.932661016670623,0.9599012609701041,0.6951973939050523,-2.582679056854996 -max val ml,0.0,0.9071153425850974,1.4537995010435687,1.2144889852591572,4.930908296209965,0.9597703917018379,0.6950165318725188,-2.5832730605888194 -lower bound,0.0,0.8973464192292988,1.4253794213252995,1.2037555359749839,4.914178975092382,0.9585998483122484,0.6935219525524433,-2.6102343225231586 -higher bound,0.0,0.9146485008041885,1.4805044829743392,1.2252414606454018,4.951336593831068,0.9612192563704134,0.6968881224357828,-2.5543826632488766 -max val,0.0,0.9060572181794715,1.452660555019198,1.214506577206896,4.932581010367516,0.9598991747638159,0.6952056940677044,-2.5825461954944338 -max val ml,0.0,0.905754723047903,1.4515923329377813,1.2145495706295497,4.932352755362974,0.9598519972880937,0.6951773834514008,-2.5808438016904702 -lower bound,0.0,0.8975687586375309,1.4252438679977464,1.2037997551228123,4.91437452075236,0.9585869897874937,0.6935277199695128,-2.610692990481695 -higher bound,0.0,0.9147949174090575,1.4807144351150812,1.225412560906577,4.951209906241181,0.9611959237730212,0.6968464060882168,-2.5541901737185704 -max val,0.2,0.909648633658723,1.4920095410120295,1.2219904787349205,4.945126496784523,0.9594380748387485,0.6948842241193746,-2.631462840376969 -max val ml,0.2,0.909601899877668,1.492332369399557,1.2224605893718172,4.944911743884218,0.9594000267177885,0.694859734820025,-2.633153977260527 -lower bound,0.2,0.9014285231264811,1.4651567054099746,1.2116902257993898,4.927112470267421,0.9581799868033052,0.6932812477560426,-2.659309150061837 -higher bound,0.2,0.9179516737162331,1.5196417876995865,1.2324205741809435,4.963219924768822,0.9606887518579699,0.6964802886889,-2.603338124058965 -max val,0.4,0.9120673115933873,1.5190499991058257,1.227000663091818,4.953493787683362,0.9591335791206215,0.6946738183498545,-2.664886033464157 -max val ml,0.4,0.9121786388957657,1.5175882723410157,1.2267982976143377,4.952900348342503,0.9591195986012166,0.6946289498480074,-2.6635989176779375 -lower bound,0.4,0.9041396274925402,1.4922488673839038,1.2169820532403453,4.936034739753882,0.9579249889825743,0.6931158606794571,-2.692819017722581 -higher bound,0.4,0.9201492738176094,1.5464455640060073,1.2370447448063568,4.9710824803560545,0.9603274650035738,0.6961987893269777,-2.636090783857597 -max val,0.8,0.9166802099434763,1.5747316808815974,1.2368901973177444,4.970377879638657,0.9585500590548135,0.6942742276872866,-2.733456488871987 -max val ml,0.8,0.9172338608066664,1.5729679235894674,1.2364392362748369,4.96887081508112,0.958542137503662,0.6942979166017529,-2.7376248884394414 -lower bound,0.8,0.9090978514644854,1.547973780309174,1.2274612824862277,4.9536239505268105,0.957391168671043,0.6927882469748828,-2.761027194512611 -higher bound,0.8,0.9245003687565396,1.6019736700413365,1.2463988203403316,4.987197418035817,0.9596700106188594,0.6957256499431058,-2.7047534424982445 -max val,1.2,0.9211541888418685,1.6331766700513326,1.2468247780374841,4.987673582813886,0.9579519315940004,0.6938666577828027,-2.8042220648158924 -max val ml,1.2,0.9218251635586968,1.6361265935329325,1.2476319276594847,4.988352612573446,0.9578320307081636,0.6937106976612052,-2.8038757959009217 -lower bound,1.2,0.9138985578082524,1.6072039872997153,1.237894358653391,4.971527921723824,0.9568773593022291,0.6924769501175561,-2.8321739898099487 -higher bound,1.2,0.9285396534570639,1.6598175949535747,1.2556748967237188,5.004080609334302,0.9590234369399218,0.6952426502381808,-2.775515500375576 -max val,2.0,0.929423738614088,1.7563589069191088,1.2658536265624363,5.022179246095013,0.9568540811193282,0.693141330009781,-2.9524918927234403 -max val ml,2.0,0.9296777612407547,1.756799955623792,1.2656700420807891,5.0215814516283475,0.9567967766431213,0.693026311942998,-2.956985544282496 -lower bound,2.0,0.9228323896433195,1.731106236102733,1.2580022022888377,5.00758842537274,0.9558895402277552,0.691889748876598,-2.9808702428745164 -higher bound,2.0,0.9361110812692635,1.7821113089850598,1.2736733073987558,5.037046340558106,0.9578012362654857,0.6943719806372437,-2.923417807651841 -max val,2.5,0.934215997382442,1.837573509184287,1.277280449547792,5.04387170117678,0.9562103302695042,0.6927184728987203,-3.0496323378709356 -max val ml,2.5,0.9341089393140309,1.8367873073303227,1.2777350222561779,5.04393633550769,0.9562116133116136,0.6927385634424984,-3.048079312328227 -lower bound,2.5,0.9279824521845339,1.8126542170683706,1.2700137087509777,5.029748292846954,0.9553349660841274,0.6915725543273227,-3.0787541637427474 -higher bound,2.5,0.9404057604219495,1.8627340726606794,1.2846540278924736,5.058053158528339,0.9570953838166005,0.6938609704905669,-3.0203840283885484 -max val,5.0,0.9518371709815762,2.2705981349952062,1.3259030195140462,5.148384929631649,0.9537429646785471,0.6912300493244062,-3.5944741406750964 -max val ml,5.0,0.9517741731454408,2.2703635519129723,1.3260707911895346,5.149205527068145,0.9537479540396652,0.6912411609540133,-3.594432554427126 -lower bound,5.0,0.9474404956150884,2.2474334670060525,1.3211351446017707,5.1377895509344365,0.9531657395109134,0.6904695027669181,-3.6266546482454984 -higher bound,5.0,0.9561540156602982,2.2940882164059597,1.3307970042881105,5.158964244220489,0.9543341155428902,0.6920011728050212,-3.5621474102237727 -max val,7.5,0.9612860296610206,2.6971255854452747,1.358740960274853,5.237911778550594,0.9522691353328567,0.6904315062462406,-4.292534337676184 -max val ml,7.5,0.9612117831685729,2.696288116423985,1.3586921064935542,5.2380327421522495,0.9522894153064405,0.69047218404652,-4.29735446976283 -lower bound,7.5,0.9582202326723156,2.6745678661675867,1.3554975269599399,5.229451031964756,0.9518682863943106,0.6899084475633311,-4.340374422138616 -higher bound,7.5,0.9643431988639986,2.719944421410315,1.362065446513048,5.246482107613096,0.9526719054812889,0.6909657736942579,-4.245856316925391 -max val,10.0,0.9677026032429858,3.0776641459058705,1.3783368714820676,5.304884653950772,0.9511071988614987,0.689551852568499,-15.91590006793779 -max val ml,10.0,0.9678178803497719,3.0831003794655625,1.3788788741327247,5.305873021208101,0.9510909408365376,0.6895991782967833,-6.157484647639851 -lower bound,10.0,0.965350361510789,3.0531247828339643,1.3758964121791981,5.29709011832552,0.9508066650083256,0.6891482819023708,-28.13824550881656 -higher bound,10.0,0.970069069434192,3.1018404146029934,1.380876023200173,5.312463620695167,0.9513983141980749,0.6899430256653463,-6.286528263321291 -max val,12.0,0.9680243432380118,3.3461770695042645,1.3906279426927404,5.358222960894505,0.9509438703070434,0.6897327535773665,-17.83567777062692 -max val ml,12.0,0.9680197703216994,3.348884566012326,1.3907509540794305,5.358456567058167,0.9509508249794483,0.6897015836994693,-21.40764059835509 -lower bound,12.0,0.9654239592951188,3.3074469519147423,1.3879284586980045,5.347282830097427,0.9506279179887043,0.6893144652765175,-28.34900001528549 -higher bound,12.0,0.9706220561534795,3.3843847367594235,1.393282234136842,5.368805853111132,0.9512657951720884,0.6901508617748933,-8.304853694184978 -max val,15.0,0.9676988999160183,3.5732752228765485,1.3973575872125783,5.401466970148834,0.9509116320895321,0.6899108549470269,-18.26082525240401 -max val ml,15.0,0.967397436022945,3.5642963062443593,1.3971471153093709,5.401870208761618,0.9509498294382237,0.6899197238502355,-12.895458115923276 -lower bound,15.0,0.9648698551816526,3.503650115173334,1.3943904555966988,5.381950407942948,0.9505731790992995,0.6894597443160561,-28.467671966498568 -higher bound,15.0,0.9705589345158068,3.643963724086201,1.400327826167647,5.420407889760451,0.951250513468965,0.6903512421414822,-8.309876576264479 -max val,18.0,0.9674059066676088,3.595176311690255,1.3979841538831783,5.411003956807283,0.9509431409008546,0.6899685787893132,-18.976597723886584 -max val ml,18.0,0.967497156001675,3.599210571369454,1.3980889482495507,5.412538366505296,0.9509252493882976,0.6899331990135981,-17.929266508817157 -lower bound,18.0,0.9641247463657843,3.468262730213813,1.394684811383987,5.377082037749673,0.9505639775999567,0.6894670755158846,-28.549660736387956 -higher bound,18.0,0.9706318078734018,3.7255213662856566,1.4013099170795846,5.44687045444059,0.9513223856017019,0.690460403983505,-8.497725294911739 -max val,20.0,0.9671710285921623,3.5142470397736014,1.3972878737690988,5.407233675548484,0.9509750445690359,0.689980182834985,-18.077322290627862 -max val ml,20.0,0.9673349903717401,3.5304270348850753,1.3974101611351475,5.407929265562623,0.9509447396408184,0.6899144647157288,-29.5105322839934 -lower bound,20.0,0.9637413551454448,3.3257820000195206,1.3936989796518613,5.354305554353706,0.9505752809585506,0.6894638140549474,-28.43827583765998 -higher bound,20.0,0.9705689961164882,3.7052940188313226,1.4008396913668522,5.459362033275239,0.9513666721020919,0.6904943727033827,-8.134959922519368 +;tshift;$A_0$;$A_1$;$\phi_0$;$\phi_1$;mass;spin;noise +max val;0.0;0.9060572181794715;1.452660555019198;1.214506577206896;4.932581010367516;0.9598991747638159;0.6952056940677044;-2.5825461954944338 +max val ml;0.0;0.905754723047903;1.4515923329377813;1.2145495706295497;4.932352755362974;0.9598519972880937;0.6951773834514008;-2.5808438016904702 +lower bound;0.0;0.8975687586375309;1.4252438679977464;1.2037997551228123;4.91437452075236;0.9585869897874937;0.6935277199695128;-2.610692990481695 +higher bound;0.0;0.9147949174090575;1.4807144351150812;1.225412560906577;4.951209906241181;0.9611959237730212;0.6968464060882168;-2.5541901737185704 +max val;0.2;0.909648633658723;1.4920095410120295;1.2219904787349205;4.945126496784523;0.9594380748387485;0.6948842241193746;-2.631462840376969 +max val ml;0.2;0.909601899877668;1.492332369399557;1.2224605893718172;4.944911743884218;0.9594000267177885;0.694859734820025;-2.633153977260527 +lower bound;0.2;0.9014285231264811;1.4651567054099746;1.2116902257993898;4.927112470267421;0.9581799868033052;0.6932812477560426;-2.659309150061837 +higher bound;0.2;0.9179516737162331;1.5196417876995865;1.2324205741809435;4.963219924768822;0.9606887518579699;0.6964802886889;-2.603338124058965 +max val;0.4;0.9120673115933873;1.5190499991058257;1.227000663091818;4.953493787683362;0.9591335791206215;0.6946738183498545;-2.664886033464157 +max val ml;0.4;0.9121786388957657;1.5175882723410157;1.2267982976143377;4.952900348342503;0.9591195986012166;0.6946289498480074;-2.6635989176779375 +lower bound;0.4;0.9041396274925402;1.4922488673839038;1.2169820532403453;4.936034739753882;0.9579249889825743;0.6931158606794571;-2.692819017722581 +higher bound;0.4;0.9201492738176094;1.5464455640060073;1.2370447448063568;4.9710824803560545;0.9603274650035738;0.6961987893269777;-2.636090783857597 +max val;0.8;0.9166802099434763;1.5747316808815974;1.2368901973177444;4.970377879638657;0.9585500590548135;0.6942742276872866;-2.733456488871987 +max val ml;0.8;0.9172338608066664;1.5729679235894674;1.2364392362748369;4.96887081508112;0.958542137503662;0.6942979166017529;-2.7376248884394414 +lower bound;0.8;0.9090978514644854;1.547973780309174;1.2274612824862277;4.9536239505268105;0.957391168671043;0.6927882469748828;-2.761027194512611 +higher bound;0.8;0.9245003687565396;1.6019736700413365;1.2463988203403316;4.987197418035817;0.9596700106188594;0.6957256499431058;-2.7047534424982445 +max val;1.2;0.9211541888418685;1.6331766700513326;1.2468247780374841;4.987673582813886;0.9579519315940004;0.6938666577828027;-2.8042220648158924 +max val ml;1.2;0.9218251635586968;1.6361265935329325;1.2476319276594847;4.988352612573446;0.9578320307081636;0.6937106976612052;-2.8038757959009217 +lower bound;1.2;0.9138985578082524;1.6072039872997153;1.237894358653391;4.971527921723824;0.9568773593022291;0.6924769501175561;-2.8321739898099487 +higher bound;1.2;0.9285396534570639;1.6598175949535747;1.2556748967237188;5.004080609334302;0.9590234369399218;0.6952426502381808;-2.775515500375576 +max val;2.0;0.929423738614088;1.7563589069191088;1.2658536265624363;5.022179246095013;0.9568540811193282;0.693141330009781;-2.9524918927234403 +max val ml;2.0;0.9296777612407547;1.756799955623792;1.2656700420807891;5.0215814516283475;0.9567967766431213;0.693026311942998;-2.956985544282496 +lower bound;2.0;0.9228323896433195;1.731106236102733;1.2580022022888377;5.00758842537274;0.9558895402277552;0.691889748876598;-2.9808702428745164 +higher bound;2.0;0.9361110812692635;1.7821113089850598;1.2736733073987558;5.037046340558106;0.9578012362654857;0.6943719806372437;-2.923417807651841 +max val;2.5;0.934215997382442;1.837573509184287;1.277280449547792;5.04387170117678;0.9562103302695042;0.6927184728987203;-3.0496323378709356 +max val ml;2.5;0.9341089393140309;1.8367873073303227;1.2777350222561779;5.04393633550769;0.9562116133116136;0.6927385634424984;-3.048079312328227 +lower bound;2.5;0.9279824521845339;1.8126542170683706;1.2700137087509777;5.029748292846954;0.9553349660841274;0.6915725543273227;-3.0787541637427474 +higher bound;2.5;0.9404057604219495;1.8627340726606794;1.2846540278924736;5.058053158528339;0.9570953838166005;0.6938609704905669;-3.0203840283885484 +max val;5.0;0.9518371709815762;2.2705981349952062;1.3259030195140462;5.148384929631649;0.9537429646785471;0.6912300493244062;-3.5944741406750964 +max val ml;5.0;0.9517741731454408;2.2703635519129723;1.3260707911895346;5.149205527068145;0.9537479540396652;0.6912411609540133;-3.594432554427126 +lower bound;5.0;0.9474404956150884;2.2474334670060525;1.3211351446017707;5.1377895509344365;0.9531657395109134;0.6904695027669181;-3.6266546482454984 +higher bound;5.0;0.9561540156602982;2.2940882164059597;1.3307970042881105;5.158964244220489;0.9543341155428902;0.6920011728050212;-3.5621474102237727 +max val;7.5;0.9612860296610206;2.6971255854452747;1.358740960274853;5.237911778550594;0.9522691353328567;0.6904315062462406;-4.292534337676184 +max val ml;7.5;0.9612117831685729;2.696288116423985;1.3586921064935542;5.2380327421522495;0.9522894153064405;0.69047218404652;-4.29735446976283 +lower bound;7.5;0.9582202326723156;2.6745678661675867;1.3554975269599399;5.229451031964756;0.9518682863943106;0.6899084475633311;-4.340374422138616 +higher bound;7.5;0.9643431988639986;2.719944421410315;1.362065446513048;5.246482107613096;0.9526719054812889;0.6909657736942579;-4.245856316925391 +max val;10.0;0.9677026032429858;3.0776641459058705;1.3783368714820676;5.304884653950772;0.9511071988614987;0.689551852568499;-15.91590006793779 +max val ml;10.0;0.9678178803497719;3.0831003794655625;1.3788788741327247;5.305873021208101;0.9510909408365376;0.6895991782967833;-6.157484647639851 +lower bound;10.0;0.965350361510789;3.0531247828339643;1.3758964121791981;5.29709011832552;0.9508066650083256;0.6891482819023708;-28.13824550881656 +higher bound;10.0;0.970069069434192;3.1018404146029934;1.380876023200173;5.312463620695167;0.9513983141980749;0.6899430256653463;-6.286528263321291 +max val;12.0;0.9680243432380118;3.3461770695042645;1.3906279426927404;5.358222960894505;0.9509438703070434;0.6897327535773665;-17.83567777062692 +max val ml;12.0;0.9680197703216994;3.348884566012326;1.3907509540794305;5.358456567058167;0.9509508249794483;0.6897015836994693;-21.40764059835509 +lower bound;12.0;0.9654239592951188;3.3074469519147423;1.3879284586980045;5.347282830097427;0.9506279179887043;0.6893144652765175;-28.34900001528549 +higher bound;12.0;0.9706220561534795;3.3843847367594235;1.393282234136842;5.368805853111132;0.9512657951720884;0.6901508617748933;-8.304853694184978 +max val;15.0;0.9676988999160183;3.5732752228765485;1.3973575872125783;5.401466970148834;0.9509116320895321;0.6899108549470269;-18.26082525240401 +max val ml;15.0;0.967397436022945;3.5642963062443593;1.3971471153093709;5.401870208761618;0.9509498294382237;0.6899197238502355;-12.895458115923276 +lower bound;15.0;0.9648698551816526;3.503650115173334;1.3943904555966988;5.381950407942948;0.9505731790992995;0.6894597443160561;-28.467671966498568 +higher bound;15.0;0.9705589345158068;3.643963724086201;1.400327826167647;5.420407889760451;0.951250513468965;0.6903512421414822;-8.309876576264479 +max val;18.0;0.9674059066676088;3.595176311690255;1.3979841538831783;5.411003956807283;0.9509431409008546;0.6899685787893132;-18.976597723886584 +max val ml;18.0;0.967497156001675;3.599210571369454;1.3980889482495507;5.412538366505296;0.9509252493882976;0.6899331990135981;-17.929266508817157 +lower bound;18.0;0.9641247463657843;3.468262730213813;1.394684811383987;5.377082037749673;0.9505639775999567;0.6894670755158846;-28.549660736387956 +higher bound;18.0;0.9706318078734018;3.7255213662856566;1.4013099170795846;5.44687045444059;0.9513223856017019;0.690460403983505;-8.497725294911739 +max val;20.0;0.9671710285921623;3.5142470397736014;1.3972878737690988;5.407233675548484;0.9509750445690359;0.689980182834985;-18.077322290627862 +max val ml;20.0;0.9673349903717401;3.5304270348850753;1.3974101611351475;5.407929265562623;0.9509447396408184;0.6899144647157288;-29.5105322839934 +lower bound;20.0;0.9637413551454448;3.3257820000195206;1.3936989796518613;5.354305554353706;0.9505752809585506;0.6894638140549474;-28.43827583765998 +higher bound;20.0;0.9705689961164882;3.7052940188313226;1.4008396913668522;5.459362033275239;0.9513666721020919;0.6904943727033827;-8.134959922519368 \ No newline at end of file diff --git a/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax1_True__fitnoise_True/summary305_w-tau-fixed-m-af_nmax_1.csv b/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax1_True__fitnoise_True/summary305_w-tau-fixed-m-af_nmax_1.csv index fb95849..4874ed7 100644 --- a/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax1_True__fitnoise_True/summary305_w-tau-fixed-m-af_nmax_1.csv +++ b/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax1_True__fitnoise_True/summary305_w-tau-fixed-m-af_nmax_1.csv @@ -1,35 +1,15 @@ -n,id,t_shift,dlogz,dlogz_err -1,305,20.0,5908.317119268173,0.14146846553825804 -1.0,305.0,18.0,6026.392875095126,0.14242543080560122 -1.0,305.0,15.0,6198.708438481774,0.14519772217844928 -1.0,305.0,12.0,6333.9499905713155,0.14775833042427808 -1.0,305.0,10.0,6314.440858519071,0.14895077292408715 -1.0,305.0,7.5,6096.034243612611,0.14745796300496625 -1.0,305.0,5.0,5763.586826737085,0.14429263359758965 -1.0,305.0,2.5,5412.424803173854,0.14094701963803336 -1.0,305.0,2.0,5345.008665653529,0.14043989894567693 -1.0,305.0,1.2,5241.123124709778,0.1385006402622151 -1.0,305.0,0.8,5190.616538278993,0.13814339580937068 -1.0,305.0,0.4,5141.167903571385,0.13810905831155249 -1.0,305.0,0.2,5117.011565295177,0.13788274023256444 -1.0,305.0,0.0,5081.562434649916,0.13733162557183987 -1.0,305.0,0.0,-21.30451069153241,0.09181867030074113 -1.0,305.0,0.0,5081.361841440338,0.13758018213234913 -1.0,305.0,0.0,-71979.2799527085,0.14214346156742344 -1.0,305.0,0.0,-71979.71831262409,0.14294010867661555 -1.0,305.0,0.0,-71979.95042076752,0.1433476016573913 -1.0,305.0,0.0,-71979.84101785302,0.14313395778934276 -1.0,305.0,0.0,-71979.91459974789,0.14330019380036071 -1.0,305.0,0.2,-71636.00468047781,0.14414436175601306 -1.0,305.0,0.4,-71406.06310897603,0.14487441375891827 -1.0,305.0,0.8,-70943.55471299984,0.1448783085974356 -1.0,305.0,1.2,-70479.41987056911,0.14603009859123953 -1.0,305.0,2.0,-69543.81627873461,0.146671730332351 -1.0,305.0,2.5,-68955.49478596046,0.1472987395991141 -1.0,305.0,5.0,-65993.76394163347,0.15098902479225362 -1.0,305.0,7.5,-63084.74689602,0.1532484294024276 -1.0,305.0,10.0,-60411.89303080136,0.15045353006764028 -1.0,305.0,12.0,-58612.75521161099,0.14791168737247654 -1.0,305.0,15.0,-56164.16094517954,0.14539743618905981 -1.0,305.0,18.0,-53760.73339649439,0.14384429720124928 -1.0,305.0,20.0,-52162.51468391591,0.1414711020525304 +n;id;t_shift;dlogz;dlogz_err +1.0;305.0;0.0;-71979.91459974789;0.14330019380036071 +1.0;305.0;0.2;-71636.00468047781;0.14414436175601306 +1.0;305.0;0.4;-71406.06310897603;0.14487441375891827 +1.0;305.0;0.8;-70943.55471299984;0.1448783085974356 +1.0;305.0;1.2;-70479.41987056911;0.14603009859123953 +1.0;305.0;2.0;-69543.81627873461;0.146671730332351 +1.0;305.0;2.5;-68955.49478596046;0.1472987395991141 +1.0;305.0;5.0;-65993.76394163347;0.15098902479225362 +1.0;305.0;7.5;-63084.74689602;0.1532484294024276 +1.0;305.0;10.0;-60411.89303080136;0.15045353006764028 +1.0;305.0;12.0;-58612.75521161099;0.14791168737247654 +1.0;305.0;15.0;-56164.16094517954;0.14539743618905981 +1.0;305.0;18.0;-53760.73339649439;0.14384429720124928 +1.0;305.0;20.0;-52162.51468391591;0.1414711020525304 \ No newline at end of file diff --git a/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax2_True__fitnoise_True/best_values_305_w-tau-fixed-m-af_nmax_2.csv b/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax2_True__fitnoise_True/best_values_305_w-tau-fixed-m-af_nmax_2.csv index 4bed34b..c50828f 100644 --- a/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax2_True__fitnoise_True/best_values_305_w-tau-fixed-m-af_nmax_2.csv +++ b/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax2_True__fitnoise_True/best_values_305_w-tau-fixed-m-af_nmax_2.csv @@ -1,78 +1,57 @@ -,tshift,$A_0$,$A_1$,$A_2$,$\phi_0$,$\phi_1$,$\phi_2$,mass,spin,noise -max val,0.0,0.9539225682374773,2.079379432666018,1.193244704100061,1.2861597104317368,5.151039112415649,2.6423852940620103,0.9546145063523417,0.6912055360189396,0.9195434559116453 -lower bound,0.0,0.8108636264083458,1.1026844023189393,0.3147852329670617,1.108329637111734,4.653255564859824,1.064814797457607,0.9344167010357073,0.6638617728370503,0.7721806523710484 -higher bound,0.0,1.1227185138513849,3.2567736921989248,2.696280470548346,1.467849818584739,5.669742881520999,5.094872611223659,0.9765383397492864,0.718173063874119,0.9838183906545965 -max val,0.0,0.9534609985532835,2.5734065189762303,1.6621062243936113,1.3289904637096788,5.194903163088311,2.329423281616116,0.9536567865997387,0.6912110231290515,-3.2123968255749418 -lower bound,0.0,0.9492419022787415,2.550034000598355,1.639104477018567,1.3243885501027328,5.185537697165227,2.314386132783956,0.9530969387926451,0.6904716801647356,-3.2397982441162543 -higher bound,0.0,0.9576111364003321,2.5965597191845373,1.6849636198744604,1.3336347687872074,5.204506624691064,2.34462558149175,0.9542300376987565,0.6919646987295615,-3.180340750781286 -max val,0.0,0.9532384832107639,2.560639912626749,1.6478186438377467,1.3256501898007604,5.189852932862775,2.324616554997407,0.9536958198224721,0.6911426701026805,-3.56279643510069 -lower bound,0.0,0.9500686591303884,2.5432638595260566,1.6306360385865106,1.322093872323693,5.182722756390443,2.313299845158826,0.9532584108407203,0.6905663388593705,-3.5843156085760874 -higher bound,0.0,0.9564768216256191,2.5778363222688694,1.6647701898924854,1.329186793297725,5.196985858907463,2.3358953080496256,0.9541291249714006,0.6917113163816728,-3.538601730760597 -max val,0.0,0.9533045580377955,2.561002333236515,1.6480599083527552,1.325658242762734,5.189787767922411,2.324466149250926,0.9536873106361847,0.6911304750219213,-3.562214061220647 -max val ml,0.0,0.9535008590952059,2.562531897032957,1.6505232434475698,1.325782203736474,5.190317385427188,2.3249278850333015,0.9536868605648143,0.6911388111830116,-3.5638129952972406 -lower bound,0.0,0.9489250002177143,2.537222789408463,1.6247986265547463,1.3208561969630783,5.180201887710414,2.309116609837042,0.9531004437996466,0.6903598850523418,-3.5925596807114974 -higher bound,0.0,0.9576641667017001,2.5848078136951913,1.6716872708117205,1.3305111761747026,5.199550398630203,2.3399953031086067,0.9542816358855166,0.6919118308692835,-3.531360503881171 -max val,10.0,0.9667777906231055,3.8558183197884883,6.403598099134621,1.4006185363502204,5.465605447231432,2.5953155071933214,0.9509860457518218,0.690103155834678,-17.933798814464854 -max val ml,10.0,0.9664742357995973,3.8589300222435226,6.393717408105098,1.4008900800652238,5.465217430479467,2.5886835405201025,0.9510156186401875,0.690101278172707,-25.938037917657116 -lower bound,10.0,0.96389155281781,3.7774878050327754,5.91605257143853,1.3976163073582428,5.445574473128449,2.517777790841394,0.9506360180202253,0.6896386986837744,-28.41409605018541 -higher bound,10.0,0.9696813283122716,3.935179998059228,6.900304999574225,1.4036249526694666,5.485416947838114,2.6714887396550835,0.9513287398189891,0.6905547479991347,-8.353514963832836 -max val,0.0,0.9532169445992296,2.5607811164325502,1.648067862942958,1.3256278579681913,5.189911706378675,2.3246699910522697,0.9537017748595478,0.6911470416852037,-3.561985416462676 -max val ml,0.0,0.9535453839034618,2.560627196023839,1.6474856687375081,1.3259680638253384,5.190032777377141,2.3251064150110254,0.953699329865974,0.6911735352519526,-3.5615866349345247 -lower bound,0.0,0.9489369317682379,2.537033192537357,1.624520570602502,1.3208645657742455,5.180208269434853,2.3093564998813747,0.9531068370473925,0.6903669361976489,-3.5921045281671535 -higher bound,0.0,0.9575736941390989,2.5843065113709573,1.6713640896603665,1.3304115058477721,5.199584772361453,2.3400054589799106,0.9542877562614442,0.6919161864292482,-3.531130997137886 -max val,0.0,0.9532853207264409,2.5607181279238183,1.6478908702902937,1.3255624934072125,5.18975400220579,2.3244040268916133,0.9536906989652594,0.6911325198490286,-3.562643303728855 -max val ml,0.0,0.9534191831065851,2.558602490601923,1.6449440098657124,1.3257174484791907,5.189443545923117,2.324472427478661,0.9536862039711684,0.6911960508806473,-3.5657387312177065 -lower bound,0.0,0.9489934421503831,2.537297814618011,1.6248782358386706,1.3207574997351113,5.180108842584504,2.3093139749237217,0.953104228720242,0.6903558609469611,-3.593012357004497 -higher bound,0.0,0.9576112665450187,2.584188318791667,1.6710695105911422,1.330421506259588,5.199343414214755,2.3397495313852503,0.9542812465851156,0.6919059043717459,-3.531810002107804 -max val,0.2,0.9549497268197064,2.626138206007422,1.7605387866960753,1.3315302871207109,5.204757752116963,2.3380838190011057,0.9534289197411343,0.6909999943210277,-3.642155365730652 -max val ml,0.2,0.9548220703994923,2.624863745799567,1.7587478574051925,1.331808096449,5.204326065884014,2.3377723704271838,0.9534624341337801,0.6910137254813612,-3.649134772820272 -lower bound,0.2,0.9508371653027448,2.6023306534686808,1.735489481611634,1.3269389560893203,5.195408791831736,2.322877349013772,0.9528710635299582,0.690263872391204,-3.6735477389393267 -higher bound,0.2,0.9591278662846265,2.6498737163261,1.78518802704341,1.336051278675379,5.214073038031503,2.3529693623665757,0.9539829100242527,0.6917282911200211,-3.6111122951116137 -max val,0.4,0.9559604903953709,2.669505697077774,1.8384271004135053,1.335278689739609,5.2143379277323545,2.346536751395662,0.9532651723988665,0.6909152881737126,-3.6971110895775112 -max val ml,0.4,0.9562079040995612,2.6675193980334586,1.8367343226333357,1.3348937131516823,5.213936681297878,2.3461256878773122,0.9532230134698383,0.6908920649982633,-3.701426145032393 -lower bound,0.4,0.9520139839566513,2.6459924596470903,1.812841498705171,1.3308967561639407,5.205194562564884,2.3319295771306057,0.9527221713038256,0.6902041548060169,-3.728995546308795 -higher bound,0.4,0.9599816698881634,2.692404341094604,1.8633242560489052,1.3395994114974727,5.223465526929521,2.3613268124224787,0.9537952270996657,0.6916154098023076,-3.665478979884689 -max val,0.8,0.9579093638320915,2.7537966642543297,1.9994659124507006,1.3421627668148077,5.232881067343174,2.363349657478186,0.9529565561822488,0.6907505950564697,-3.8075642718884453 -max val ml,0.8,0.9581949094774551,2.7533295253105052,1.9996624730287305,1.3417462021308937,5.23248390648579,2.3630601165488176,0.952968517754496,0.6907813127548257,-3.808382380499161 -lower bound,0.8,0.9541578568649668,2.73057752457381,1.972883973676402,1.3381468811990866,5.224067951964452,2.3488278508099008,0.9524590404784321,0.6901008815902733,-3.8399499377731807 -higher bound,0.8,0.9616235050820743,2.7773863018579035,2.0267945774670313,1.3462547691275017,5.241686586941118,2.3779734944038893,0.9534594897835909,0.6914144486669487,-3.7752909813870694 -max val,1.2,0.9594933007514759,2.835435673372552,2.1681868849422172,1.348526994430091,5.25086842858454,2.3798722218560417,0.9526983232561461,0.6906307441496533,-3.9236004604298422 -max val ml,1.2,0.9592939547232388,2.834272499518249,2.1664613068590683,1.3488167574610026,5.251774920419192,2.3814233371970235,0.952692441905364,0.6906610167776588,-3.9262096921728507 -lower bound,1.2,0.9560159300876759,2.8122520797501407,2.1390221154161435,1.3446058929502847,5.24224090434821,2.3654813154977465,0.9522292587367158,0.6900123889282426,-3.95736592204792 -higher bound,1.2,0.963019520786019,2.8593168018421933,2.197902229955126,1.3523837292776317,5.259349972799394,2.394158185366223,0.9531676697697606,0.6912541758510206,-3.8893243434111042 -max val,2.0,0.9620910568444474,2.9905734631456364,2.5258226342223846,1.3592949994366053,5.283572485644733,2.4100180916189546,0.9522435072206785,0.6904110841185055,-4.164932878290223 -max val ml,2.0,0.9624005742224253,2.991674278041585,2.5258923250907537,1.3587825825953836,5.282339726584082,2.4079082072987674,0.952216743817119,0.6903513920225658,-4.166592057531862 -lower bound,2.0,0.9589606617084125,2.9672045793896813,2.491464586462371,1.3558316911237325,5.275568075682714,2.3960442008046194,0.9518212062386526,0.6898483106274508,-4.203415434486523 -higher bound,2.0,0.9652791531130991,3.014103398742455,2.5597014603983146,1.3627859980909964,5.291757877764076,2.4241343189792732,0.9526511945034197,0.690954454641488,-4.126543185182783 -max val,2.5,0.9634315472050997,3.0811897057235855,2.7603096266710248,1.365028049565522,5.302202563451521,2.427340459732411,0.9520021074498858,0.6902854491002545,-4.328092258901538 -max val ml,2.5,0.9630600616940617,3.0790388892869056,2.7591209260258065,1.3650524987445707,5.302736117523179,2.427826619133845,0.9520446067143569,0.69032955044879,-4.326802746575979 -lower bound,2.5,0.9603949486088541,3.0573396760320004,2.7236629034393154,1.3618413913197296,5.294615445951619,2.4137393690987303,0.951613703874621,0.6897720850207654,-4.3715896533509095 -higher bound,2.5,0.9664013784160543,3.1045008000922256,2.7969626771574854,1.3682340723939652,5.3101528749159055,2.4414406936029316,0.9523948373737934,0.6907981410715094,-4.285231998482338 -max val,5.0,0.967864134385949,3.450623838670853,3.9924450199289607,1.3840985670896147,5.374720714804101,2.4955189553997603,0.9510822837013228,0.6897045270590811,-5.735778720063777 -max val ml,5.0,0.9675127986875695,3.4504566921647863,4.0012054878827445,1.3839782707833908,5.376297536099481,2.4986561130985767,0.9511256024538457,0.6897530269163259,-5.711664279350877 -lower bound,5.0,0.9653971362862306,3.4245016634244725,3.9284309439024447,1.3815207339605269,5.367022804427442,2.48016513728775,0.9507804105953972,0.6893014977449421,-6.05049992694676 -higher bound,5.0,0.9702786222088275,3.476431756852027,4.054827852431533,1.3867335276265418,5.382570264471676,2.5113280178656305,0.9513918418723843,0.6901192574013247,-5.503473024433838 -max val,7.5,0.967565440247294,3.7531972068997606,5.5200042025094405,1.3975415414652275,5.440069960120306,2.5613472142094635,0.9509322789499299,0.6899407908792856,-18.72045614833926 -max val ml,7.5,0.9674909508532903,3.751223293465097,5.518743248740911,1.397341752233145,5.44088165671228,2.5637713016252563,0.9509470715650317,0.6899887620686462,-25.024341571281987 -lower bound,7.5,0.9649309778851369,3.7081839505564633,5.34848406400828,1.3947174566511846,5.428577979740612,2.531607242944213,0.9506187472029173,0.6895247663783609,-28.54288993673579 -higher bound,7.5,0.9701473601606092,3.7975883690354157,5.687696179393736,1.40032315006667,5.451502606512506,2.5915896609619944,0.9512545502786456,0.6903600846402925,-8.738966753248441 -max val,10.0,0.9667505116241901,3.8552320645998663,6.402185073706547,1.4005442564411712,5.46527147045761,2.594997119496671,0.9509862688321673,0.6900972080762586,-17.176712592052773 -max val ml,10.0,0.9664864841951244,3.8556985987416845,6.45384412072958,1.4006651373452381,5.468831179250575,2.6076675947027677,0.9510252548173275,0.6901509883283067,-10.388928259264539 -lower bound,10.0,0.9638442804393479,3.7767257084293773,5.910441571579484,1.397551434469292,5.445149398655463,2.5175998895993588,0.9506230619656499,0.6896245683751866,-28.26165847397163 -higher bound,10.0,0.9696884080698338,3.934443691089383,6.891592436896388,1.4035671576992244,5.486240479757347,2.6723489611618274,0.9513351716198892,0.6905662604874307,-8.295376108605485 -max val,12.0,0.9667056569985413,3.8107159516971936,5.8788927332241725,1.4000681048318022,5.460953676241663,2.615369192607554,0.9509952081802808,0.6900940326555702,-15.183201525695482 -max val ml,12.0,0.9669553369972649,3.8185145057438734,5.835766916716513,1.4002092093256913,5.4593513406301,2.606821550075431,0.9509569588551117,0.690095585826689,-10.177206099254192 -lower bound,12.0,0.9637570105870734,3.694046638255648,4.766396583539003,1.396818846053143,5.429635245176515,2.4274540421426334,0.9506207029814386,0.689612697372646,-27.67728039446057 -higher bound,12.0,0.9698737584836957,3.9330591876797074,6.980667207192033,1.4033402433974298,5.49145379667809,2.802107334463805,0.9513497238195099,0.6905584257866445,-8.012317481564555 -max val,15.0,0.9673050276057362,3.574980167521078,1.675980083711046,1.397540873407216,5.413093477850363,3.2725872250334946,0.9509585936192542,0.6899712759129929,-17.528186432298256 -max val ml,15.0,0.9669179601308803,3.6040996641847807,1.6355285188350082,1.3981647174385974,5.426177301477961,3.04773787080548,0.9510022995543521,0.6900437291411259,-17.55043705667827 -lower bound,15.0,0.9641516882841883,3.4147604394588713,0.2510773222931044,1.3943947954241858,5.370884246379681,0.5383609087580926,0.9505988331402928,0.6895060118441322,-28.397713293636265 -higher bound,15.0,0.9704074048660917,3.7490208813105803,4.703766579885123,1.4007628618854304,5.468368643028293,5.66274744896256,0.9513217142070891,0.6904509992682099,-7.882484303086311 -max val,18.0,0.9670009723627628,3.265794411162206,11.95743797399588,1.3960166118709687,5.388989232348126,5.07032249999118,0.9510011905914619,0.6899764283246113,-16.51655796556497 -max val ml,18.0,0.9671232401442809,3.249718524442011,10.557290251269066,1.3959700324731463,5.391913387015656,5.164875753826036,0.9509786923635486,0.689971677644863,-24.474986600055605 -lower bound,18.0,0.9635356308531602,2.8886947993325873,1.7865494733098448,1.3920473433746576,5.277875447658041,0.7957633640270227,0.9505914989810129,0.6894402497941917,-28.337972198399914 -higher bound,18.0,0.9706026613912062,3.646931084571968,22.1870042987287,1.399937322561338,5.489456222990283,5.905490468441588,0.9513987110440263,0.6904996880126746,-8.066864684432126 -max val,20.0,0.9671850879394897,3.1775812233576697,19.749184163784893,1.3956154346624166,5.3689902025836735,5.086078628132387,0.9509835395659294,0.6899501347570604,-17.278912442651915 -max val ml,20.0,0.967701429367261,2.9467158081686127,27.70594370114644,1.3939108364390567,5.308153803962782,5.339862917941141,0.9509498941657339,0.6898290839052617,-17.205263717672814 -lower bound,20.0,0.9635914850704126,2.829425115887256,3.7311617185163577,1.3920200560777078,5.245912853704513,0.408780764246217,0.9505710360633286,0.6894124518312617,-28.18482280326819 -higher bound,20.0,0.9708395603796481,3.631398526746219,28.548776016460444,1.399450374940249,5.499017954089722,5.997840056536639,0.951392475723301,0.6904807949928006,-7.998155068445602 +;tshift;$A_0$;$A_1$;$A_2$;$\phi_0$;$\phi_1$;$\phi_2$;mass;spin;noise +max val;0.0;0.9532853207264409;2.5607181279238183;1.6478908702902937;1.3255624934072125;5.18975400220579;2.3244040268916133;0.9536906989652594;0.6911325198490286;-3.562643303728855 +max val ml;0.0;0.9534191831065851;2.558602490601923;1.6449440098657124;1.3257174484791907;5.189443545923117;2.324472427478661;0.9536862039711684;0.6911960508806473;-3.5657387312177065 +lower bound;0.0;0.9489934421503831;2.537297814618011;1.6248782358386706;1.3207574997351113;5.180108842584504;2.3093139749237217;0.953104228720242;0.6903558609469611;-3.593012357004497 +higher bound;0.0;0.9576112665450187;2.584188318791667;1.6710695105911422;1.330421506259588;5.199343414214755;2.3397495313852503;0.9542812465851156;0.6919059043717459;-3.531810002107804 +max val;0.2;0.9549497268197064;2.626138206007422;1.7605387866960753;1.3315302871207109;5.204757752116963;2.3380838190011057;0.9534289197411343;0.6909999943210277;-3.642155365730652 +max val ml;0.2;0.9548220703994923;2.624863745799567;1.7587478574051925;1.331808096449;5.204326065884014;2.3377723704271838;0.9534624341337801;0.6910137254813612;-3.649134772820272 +lower bound;0.2;0.9508371653027448;2.6023306534686808;1.735489481611634;1.3269389560893203;5.195408791831736;2.322877349013772;0.9528710635299582;0.690263872391204;-3.6735477389393267 +higher bound;0.2;0.9591278662846265;2.6498737163261;1.78518802704341;1.336051278675379;5.214073038031503;2.3529693623665757;0.9539829100242527;0.6917282911200211;-3.6111122951116137 +max val;0.4;0.9559604903953709;2.669505697077774;1.8384271004135053;1.335278689739609;5.2143379277323545;2.346536751395662;0.9532651723988665;0.6909152881737126;-3.6971110895775112 +max val ml;0.4;0.9562079040995612;2.6675193980334586;1.8367343226333357;1.3348937131516823;5.213936681297878;2.3461256878773122;0.9532230134698383;0.6908920649982633;-3.701426145032393 +lower bound;0.4;0.9520139839566513;2.6459924596470903;1.812841498705171;1.3308967561639407;5.205194562564884;2.3319295771306057;0.9527221713038256;0.6902041548060169;-3.728995546308795 +higher bound;0.4;0.9599816698881634;2.692404341094604;1.8633242560489052;1.3395994114974727;5.223465526929521;2.3613268124224787;0.9537952270996657;0.6916154098023076;-3.665478979884689 +max val;0.8;0.9579093638320915;2.7537966642543297;1.9994659124507006;1.3421627668148077;5.232881067343174;2.363349657478186;0.9529565561822488;0.6907505950564697;-3.8075642718884453 +max val ml;0.8;0.9581949094774551;2.7533295253105052;1.9996624730287305;1.3417462021308937;5.23248390648579;2.3630601165488176;0.952968517754496;0.6907813127548257;-3.808382380499161 +lower bound;0.8;0.9541578568649668;2.73057752457381;1.972883973676402;1.3381468811990866;5.224067951964452;2.3488278508099008;0.9524590404784321;0.6901008815902733;-3.8399499377731807 +higher bound;0.8;0.9616235050820743;2.7773863018579035;2.0267945774670313;1.3462547691275017;5.241686586941118;2.3779734944038893;0.9534594897835909;0.6914144486669487;-3.7752909813870694 +max val;1.2;0.9594933007514759;2.835435673372552;2.1681868849422172;1.348526994430091;5.25086842858454;2.3798722218560417;0.9526983232561461;0.6906307441496533;-3.9236004604298422 +max val ml;1.2;0.9592939547232388;2.834272499518249;2.1664613068590683;1.3488167574610026;5.251774920419192;2.3814233371970235;0.952692441905364;0.6906610167776588;-3.9262096921728507 +lower bound;1.2;0.9560159300876759;2.8122520797501407;2.1390221154161435;1.3446058929502847;5.24224090434821;2.3654813154977465;0.9522292587367158;0.6900123889282426;-3.95736592204792 +higher bound;1.2;0.963019520786019;2.8593168018421933;2.197902229955126;1.3523837292776317;5.259349972799394;2.394158185366223;0.9531676697697606;0.6912541758510206;-3.8893243434111042 +max val;2.0;0.9620910568444474;2.9905734631456364;2.5258226342223846;1.3592949994366053;5.283572485644733;2.4100180916189546;0.9522435072206785;0.6904110841185055;-4.164932878290223 +max val ml;2.0;0.9624005742224253;2.991674278041585;2.5258923250907537;1.3587825825953836;5.282339726584082;2.4079082072987674;0.952216743817119;0.6903513920225658;-4.166592057531862 +lower bound;2.0;0.9589606617084125;2.9672045793896813;2.491464586462371;1.3558316911237325;5.275568075682714;2.3960442008046194;0.9518212062386526;0.6898483106274508;-4.203415434486523 +higher bound;2.0;0.9652791531130991;3.014103398742455;2.5597014603983146;1.3627859980909964;5.291757877764076;2.4241343189792732;0.9526511945034197;0.690954454641488;-4.126543185182783 +max val;2.5;0.9634315472050997;3.0811897057235855;2.7603096266710248;1.365028049565522;5.302202563451521;2.427340459732411;0.9520021074498858;0.6902854491002545;-4.328092258901538 +max val ml;2.5;0.9630600616940617;3.0790388892869056;2.7591209260258065;1.3650524987445707;5.302736117523179;2.427826619133845;0.9520446067143569;0.69032955044879;-4.326802746575979 +lower bound;2.5;0.9603949486088541;3.0573396760320004;2.7236629034393154;1.3618413913197296;5.294615445951619;2.4137393690987303;0.951613703874621;0.6897720850207654;-4.3715896533509095 +higher bound;2.5;0.9664013784160543;3.1045008000922256;2.7969626771574854;1.3682340723939652;5.3101528749159055;2.4414406936029316;0.9523948373737934;0.6907981410715094;-4.285231998482338 +max val;5.0;0.967864134385949;3.450623838670853;3.9924450199289607;1.3840985670896147;5.374720714804101;2.4955189553997603;0.9510822837013228;0.6897045270590811;-5.735778720063777 +max val ml;5.0;0.9675127986875695;3.4504566921647863;4.0012054878827445;1.3839782707833908;5.376297536099481;2.4986561130985767;0.9511256024538457;0.6897530269163259;-5.711664279350877 +lower bound;5.0;0.9653971362862306;3.4245016634244725;3.9284309439024447;1.3815207339605269;5.367022804427442;2.48016513728775;0.9507804105953972;0.6893014977449421;-6.05049992694676 +higher bound;5.0;0.9702786222088275;3.476431756852027;4.054827852431533;1.3867335276265418;5.382570264471676;2.5113280178656305;0.9513918418723843;0.6901192574013247;-5.503473024433838 +max val;7.5;0.967565440247294;3.7531972068997606;5.5200042025094405;1.3975415414652275;5.440069960120306;2.5613472142094635;0.9509322789499299;0.6899407908792856;-18.72045614833926 +max val ml;7.5;0.9674909508532903;3.751223293465097;5.518743248740911;1.397341752233145;5.44088165671228;2.5637713016252563;0.9509470715650317;0.6899887620686462;-25.024341571281987 +lower bound;7.5;0.9649309778851369;3.7081839505564633;5.34848406400828;1.3947174566511846;5.428577979740612;2.531607242944213;0.9506187472029173;0.6895247663783609;-28.54288993673579 +higher bound;7.5;0.9701473601606092;3.7975883690354157;5.687696179393736;1.40032315006667;5.451502606512506;2.5915896609619944;0.9512545502786456;0.6903600846402925;-8.738966753248441 +max val;10.0;0.9667505116241901;3.8552320645998663;6.402185073706547;1.4005442564411712;5.46527147045761;2.594997119496671;0.9509862688321673;0.6900972080762586;-17.176712592052773 +max val ml;10.0;0.9664864841951244;3.8556985987416845;6.45384412072958;1.4006651373452381;5.468831179250575;2.6076675947027677;0.9510252548173275;0.6901509883283067;-10.388928259264539 +lower bound;10.0;0.9638442804393479;3.7767257084293773;5.910441571579484;1.397551434469292;5.445149398655463;2.5175998895993588;0.9506230619656499;0.6896245683751866;-28.26165847397163 +higher bound;10.0;0.9696884080698338;3.934443691089383;6.891592436896388;1.4035671576992244;5.486240479757347;2.6723489611618274;0.9513351716198892;0.6905662604874307;-8.295376108605485 +max val;12.0;0.9667056569985413;3.8107159516971936;5.8788927332241725;1.4000681048318022;5.460953676241663;2.615369192607554;0.9509952081802808;0.6900940326555702;-15.183201525695482 +max val ml;12.0;0.9669553369972649;3.8185145057438734;5.835766916716513;1.4002092093256913;5.4593513406301;2.606821550075431;0.9509569588551117;0.690095585826689;-10.177206099254192 +lower bound;12.0;0.9637570105870734;3.694046638255648;4.766396583539003;1.396818846053143;5.429635245176515;2.4274540421426334;0.9506207029814386;0.689612697372646;-27.67728039446057 +higher bound;12.0;0.9698737584836957;3.9330591876797074;6.980667207192033;1.4033402433974298;5.49145379667809;2.802107334463805;0.9513497238195099;0.6905584257866445;-8.012317481564555 +max val;15.0;0.9673050276057362;3.574980167521078;1.675980083711046;1.397540873407216;5.413093477850363;3.2725872250334946;0.9509585936192542;0.6899712759129929;-17.528186432298256 +max val ml;15.0;0.9669179601308803;3.6040996641847807;1.6355285188350082;1.3981647174385974;5.426177301477961;3.04773787080548;0.9510022995543521;0.6900437291411259;-17.55043705667827 +lower bound;15.0;0.9641516882841883;3.4147604394588713;0.2510773222931044;1.3943947954241858;5.370884246379681;0.5383609087580926;0.9505988331402928;0.6895060118441322;-28.397713293636265 +higher bound;15.0;0.9704074048660917;3.7490208813105803;4.703766579885123;1.4007628618854304;5.468368643028293;5.66274744896256;0.9513217142070891;0.6904509992682099;-7.882484303086311 +max val;18.0;0.9670009723627628;3.265794411162206;11.95743797399588;1.3960166118709687;5.388989232348126;5.07032249999118;0.9510011905914619;0.6899764283246113;-16.51655796556497 +max val ml;18.0;0.9671232401442809;3.249718524442011;10.557290251269066;1.3959700324731463;5.391913387015656;5.164875753826036;0.9509786923635486;0.689971677644863;-24.474986600055605 +lower bound;18.0;0.9635356308531602;2.8886947993325873;1.7865494733098448;1.3920473433746576;5.277875447658041;0.7957633640270227;0.9505914989810129;0.6894402497941917;-28.337972198399914 +higher bound;18.0;0.9706026613912062;3.646931084571968;22.1870042987287;1.399937322561338;5.489456222990283;5.905490468441588;0.9513987110440263;0.6904996880126746;-8.066864684432126 +max val;20.0;0.9671850879394897;3.1775812233576697;19.749184163784893;1.3956154346624166;5.3689902025836735;5.086078628132387;0.9509835395659294;0.6899501347570604;-17.278912442651915 +max val ml;20.0;0.967701429367261;2.9467158081686127;27.70594370114644;1.3939108364390567;5.308153803962782;5.339862917941141;0.9509498941657339;0.6898290839052617;-17.205263717672814 +lower bound;20.0;0.9635914850704126;2.829425115887256;3.7311617185163577;1.3920200560777078;5.245912853704513;0.408780764246217;0.9505710360633286;0.6894124518312617;-28.18482280326819 +higher bound;20.0;0.9708395603796481;3.631398526746219;28.548776016460444;1.399450374940249;5.499017954089722;5.997840056536639;0.951392475723301;0.6904807949928006;-7.998155068445602 \ No newline at end of file diff --git a/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax2_True__fitnoise_True/summary305_w-tau-fixed-m-af_nmax_2.csv b/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax2_True__fitnoise_True/summary305_w-tau-fixed-m-af_nmax_2.csv index 1cf6a28..e028d90 100644 --- a/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax2_True__fitnoise_True/summary305_w-tau-fixed-m-af_nmax_2.csv +++ b/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax2_True__fitnoise_True/summary305_w-tau-fixed-m-af_nmax_2.csv @@ -1,21 +1,15 @@ -n,id,t_shift,dlogz,dlogz_err -2,305,0.0,-22.866867269516586,0.0916561190925681 -2.0,305.0,0.0,5918.864474779547,0.11815428960181054 -2.0,305.0,0.0,-70321.85768761924,0.12118554843107152 -2.0,305.0,0.0,-70322.57763121891,0.12189980410246727 -2.0,305.0,10.0,-60187.27055827904,0.1137504689117575 -2.0,305.0,0.0,-70322.47975540967,0.1218188765567553 -2.0,305.0,0.0,-70322.96533203548,0.1729663813600235 -2.0,305.0,0.2,-69945.7268434607,0.1737486232856343 -2.0,305.0,0.4,-69694.44172868173,0.17357900199684903 -2.0,305.0,0.8,-69194.49246772808,0.17375500695228852 -2.0,305.0,1.2,-68698.93917970356,0.17429048382498982 -2.0,305.0,2.0,-67723.987419029,0.17420984437212123 -2.0,305.0,2.5,-67130.4225461088,0.17499085984799836 -2.0,305.0,5.0,-64412.200139014465,0.1753161529359216 -2.0,305.0,7.5,-62202.60931348234,0.167287238539121 -2.0,305.0,10.0,-60187.69461399565,0.16143189577548317 -2.0,305.0,12.0,-58579.89978915178,0.15579058694729148 -2.0,305.0,15.0,-56166.1711959006,0.1486376638374007 -2.0,305.0,18.0,-53760.47622142088,0.14515405114636235 -2.0,305.0,20.0,-52161.64146445133,0.14251624927608755 +n;id;t_shift;dlogz;dlogz_err +2.0;305.0;0.0;-70322.96533203548;0.1729663813600235 +2.0;305.0;0.2;-69945.7268434607;0.1737486232856343 +2.0;305.0;0.4;-69694.44172868173;0.17357900199684903 +2.0;305.0;0.8;-69194.49246772808;0.17375500695228852 +2.0;305.0;1.2;-68698.93917970356;0.17429048382498982 +2.0;305.0;2.0;-67723.987419029;0.17420984437212123 +2.0;305.0;2.5;-67130.4225461088;0.17499085984799836 +2.0;305.0;5.0;-64412.200139014465;0.1753161529359216 +2.0;305.0;7.5;-62202.60931348234;0.167287238539121 +2.0;305.0;10.0;-60187.69461399565;0.16143189577548317 +2.0;305.0;12.0;-58579.89978915178;0.15579058694729148 +2.0;305.0;15.0;-56166.1711959006;0.1486376638374007 +2.0;305.0;18.0;-53760.47622142088;0.14515405114636235 +2.0;305.0;20.0;-52161.64146445133;0.14251624927608755 \ No newline at end of file diff --git a/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax4_True__fitnoise_True/best_values_305_w-tau-fixed-m-af_nmax_4.csv b/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax4_True__fitnoise_True/best_values_305_w-tau-fixed-m-af_nmax_4.csv index eb73761..48e9ac2 100644 --- a/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax4_True__fitnoise_True/best_values_305_w-tau-fixed-m-af_nmax_4.csv +++ b/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax4_True__fitnoise_True/best_values_305_w-tau-fixed-m-af_nmax_4.csv @@ -1,141 +1,57 @@ -,tshift,$A_0$,$A_1$,$A_2$,$A_3$,$A_4$,$\phi_0$,$\phi_1$,$\phi_2$,$\phi_3$,$\phi_4$,mass,spin,noise -max val,0.0,0.9659256564040759,3.618289604293212,6.139073662249815,5.246428108273697,1.7906518758776746,1.3895499019493343,5.437083298315588,2.673396184378017,5.940830093051793,2.825810635594723,0.9512236425785041,0.69005608395082,-6.111342279051254 -max val ml,0.0,0.9664812088303908,3.615549125536772,6.117518224326078,5.21398054572432,1.7753516302992849,1.389387214285088,5.435603908540211,2.6722966123779424,5.94134609840886,2.8280992730470813,0.9511435269029376,0.6899136851943473,-6.201008182483431 -lower bound,0.0,0.9635409013832724,3.5902350804597813,6.033128970201531,5.096668501425281,1.7195323168727419,1.387023542444071,5.429336722552074,2.6577292345318932,5.916030781950327,2.7921300803471802,0.9509211525984886,0.6896493152958219,-6.2935510029471295 -higher bound,0.0,0.9683210065344614,3.6465258005734777,6.251727795169998,5.409742151698851,1.8687222874904996,1.3921683100798508,5.444694490084602,2.68857613076982,5.96489613423612,2.85843539445335,0.9515250780389344,0.6904588253842046,-5.943058712145437 -max val,0.0,0.9658594081285765,3.6179636116044165,6.141684591981734,5.25184791708266,1.7935395810501398,1.3894666219949625,5.4372113950053045,2.673759053609063,5.941332725633854,2.826327820619118,0.9512322333350285,0.6900667374141786,-6.116406161026033 -max val ml,0.0,0.965872737394572,3.614773012639049,6.120929028994001,5.216835228566405,1.7751550316613751,1.3895477116652506,5.4364382119620505,2.6726075522930177,5.94026504377525,2.825398643052347,0.9512166111352498,0.6900735568405023,-6.1599131315762605 -lower bound,0.0,0.9634693461341918,3.5902895314791223,6.037004710954636,5.102612728664278,1.7223497060217312,1.3869871889042062,5.4298903943765,2.6584942192839938,5.916864592493201,2.792889579275267,0.9509326608991707,0.689678007100395,-6.293887511300934 -higher bound,0.0,0.9681692799299899,3.647181960662776,6.25458338552448,5.412839654088547,1.8706069030958932,1.392162616377712,5.444958433872933,2.688826918835811,5.965230460725521,2.8588810482263676,0.9515344270733797,0.690475955511133,-5.949528420987388 -max val,0.2,0.9659815214811671,3.6445734889470067,6.305383598173073,5.545319060497498,1.9577625084593728,1.3907940125918947,5.442553650461675,2.6791261147456895,5.941739605539434,2.81929437064537,0.9511972562510322,0.6900627275194395,-6.408358063111351 -max val ml,0.2,0.9665335520711651,3.639884206440485,6.269479426154555,5.487531527771328,1.9293383792971581,1.3898688417159821,5.439108724574505,2.6739188380468555,5.935818967794574,2.8130044190379673,0.9511325035055216,0.6899138253609627,-6.472557645236577 -lower bound,0.2,0.963605095789575,3.6151686487693713,6.189570556697704,5.372444393688339,1.8724636285682341,1.3882031980532403,5.434656552194457,2.6630665014954435,5.916413806683548,2.7851083542391986,0.9509024017738001,0.6896665534579024,-6.644705705580215 -higher bound,0.2,0.9683884449191754,3.673359747218549,6.424100141481672,5.724558881620615,2.047731201073871,1.393434911056718,5.450365936222962,2.6947841490399576,5.96650545552273,2.8534051235878337,0.9514836438479521,0.690440984605864,-6.191315660457679 -max val,0.4,0.9660867938684101,3.661622489057342,6.411900160295207,5.743035588610389,2.072040952163476,1.3916317336096748,5.446086373357111,2.6828591818280816,5.942632881542017,2.815844953013031,0.9511676607306265,0.6900481851421718,-6.69175299216942 -max val ml,0.4,0.9660728923905146,3.666048705854954,6.4216145191551,5.74769431084708,2.0714201425057497,1.3922247096556897,5.445938763588782,2.6810257024746864,5.9394777820433555,2.811881161775848,0.9511476000977805,0.6900779081481359,-6.6931319395268005 -lower bound,0.4,0.9639193600338671,3.6354741634525625,6.308517898172579,5.586038837122427,1.9912631284112536,1.3892047425006133,5.438472315431897,2.666693452765371,5.916120605056004,2.778934563750438,0.9508902776245736,0.6896790163760556,-6.968590259059269 -higher bound,0.4,0.9683521708032865,3.69147174543921,6.540188910163846,5.941300696065775,2.1729438117094926,1.3941946953032924,5.4538480278342,2.6983820100211457,5.967151324224112,2.849369524013926,0.9514373510712613,0.6904028444806866,-6.4224663180914945 -max val,0.8,0.966261109518531,3.70318988533767,6.680670911855363,6.241675261964207,2.3640404758150253,1.393636127023153,5.454189630125417,2.6903365949565217,5.941857425992927,2.8036577704727335,0.9511190716467979,0.6900497703981427,-8.087692266124659 -max val ml,0.8,0.9663448108499963,3.7045251895922457,6.6687024643488355,6.210223335972152,2.3435630655067725,1.394163589473662,5.453877080250745,2.6891966854573512,5.940790125518038,2.803135014270444,0.9511087619216367,0.6900536307044389,-10.355307216187516 -lower bound,0.8,0.9639564221710833,3.675768672841582,6.567143243901258,6.0632187745304424,2.2694804313230383,1.391260758069252,5.446663985199965,2.6735368497813794,5.914153555028363,2.765146140266577,0.9508265953614474,0.6896517767295293,-12.003416608231003 -higher bound,0.8,0.9685704260165181,3.7323126526063843,6.802082774893558,6.44165944825262,2.4730190001154786,1.396104585836613,5.462025742961978,2.7069529439697915,5.9687719076127035,2.8407171149231707,0.951400512282039,0.690418872724149,-7.051464601626972 -max val,1.2,0.966106817653394,3.759799740605194,7.07623641040732,7.026933169118141,2.851818371248292,1.3963361537119585,5.466581014452024,2.7030443868590055,5.943561348577976,2.7905395072771872,0.9511035599802964,0.6901151217627991,-9.706383282494816 -max val ml,1.2,0.9657928296322522,3.7579462410602575,7.062176601687341,6.996720731582532,2.832244573259635,1.396047406656707,5.465334911561532,2.699769597425141,5.938097413947969,2.782744169635704,0.9511390471704264,0.6901558679649124,-18.132919339475492 -lower bound,1.2,0.9637047986159956,3.727544334904141,6.939530480974316,6.796111137462855,2.7189058304333367,1.3938029141038542,5.4581324425328335,2.683263742229262,5.909788310657535,2.742668888306157,0.9508093796376411,0.6897268706500548,-15.18399338480117 -higher bound,1.2,0.9684394310976265,3.7902561816021056,7.208676202182614,7.253356560430486,2.983340772493028,1.3987755472319459,5.474999813164414,2.723239288783179,5.978109034477369,2.838637199813452,0.9513955957028473,0.6904974422456885,-7.714371905628784 -max val,2.0,0.9658930826550778,3.840989305152395,7.739209752126747,8.535103592056194,3.9208356343758037,1.3993832164106235,5.4833386151047385,2.719561399532613,5.939323907358662,2.75675626460287,0.9510860583952538,0.6901844319749166,-9.38997816285763 -max val ml,2.0,0.9663013281830752,3.8488773053447285,7.771815508449545,8.585497781461417,3.9462668573814392,1.4001798569970425,5.484128591244734,2.719232945879141,5.93736604830353,2.7532847047805817,0.9510294832386634,0.690172813530781,-15.962408040635292 -lower bound,2.0,0.9634646444804784,3.800384978283862,7.528028644681244,8.107842832774686,3.6303942031133447,1.3968447237094248,5.473056477478125,2.691905816021092,5.887772799494803,2.680200950749424,0.9507969278489824,0.6898191153429247,-16.30631953854378 -higher bound,2.0,0.968275885415495,3.8807634441705883,7.945779950640337,8.963547329852325,4.21824617939164,1.4018545550447208,5.494038055593864,2.7468526359913925,5.989272901792174,2.8305279936387637,0.9513824039051524,0.6905799872299027,-7.7289209867364725 -max val,2.5,0.9657987869158122,3.8802303366473025,8.09072253801626,9.437465745119464,4.646294416313447,1.4007124829015374,5.490230080890931,2.722966804714995,5.92616585709278,2.7214039035106388,0.9510880449144914,0.6902380814613982,-9.60020710961647 -max val ml,2.5,0.9662913149515833,3.8815570169982276,8.081310211761503,9.417911832390518,4.637589930358364,1.4004950234856102,5.488089488635607,2.7194480569773325,5.921785856375441,2.7161661143782148,0.9510211258507335,0.6901706796538111,-14.223472970892495 -lower bound,2.5,0.9634129623250554,3.8312325954661444,7.804917664127729,8.79246542538297,4.164764554853644,1.3980960139134475,5.478775327814813,2.690185441603154,5.861185579478028,2.620091704937151,0.9507972463203322,0.6898477009591447,-15.5217739875749 -higher bound,2.5,0.9681954533466881,3.925637119179179,8.353882891768796,10.045066784539394,5.107714516862454,1.403321545179262,5.502431815310835,2.7590858273080667,5.998226842450413,2.8325347661258515,0.9513749945095895,0.690610916513986,-7.722522996937439 -max val,5.0,0.9662158939207572,3.8540916966131196,7.41741029250017,6.081738421784669,1.4896165608287926,1.4003636969758668,5.480189126257984,2.6882805481531302,5.834052670654251,4.433808132099386,0.9510463406811966,0.6901724284892267,-8.802908060703206 -max val ml,5.0,0.9665955550727588,3.9114420438269657,8.089892667202522,8.669273974901131,3.2522688914711715,1.4011787816988404,5.4839124916977084,2.6756084828662408,5.781746887631461,2.356135117059091,0.9510083186635152,0.6901098746485105,-8.348394455725604 -lower bound,5.0,0.9636879743860025,3.7798351255526077,6.800995000424089,4.1072476628595975,0.25658370066647573,1.3977984278438167,5.464182362187177,2.6232580122879416,0.060946513537346106,2.226786360248714,0.9507687314335194,0.6898124578922873,-13.12975584481531 -higher bound,5.0,0.9685544176982918,3.9159640200227672,7.9067591192863045,8.169594931733752,5.525847086366788,1.4030229559708018,5.498340343430105,2.8164347526242013,6.095450815313844,6.2034322730007565,0.9513426705683097,0.6905500318818104,-7.416195306260857 -max val,7.5,0.9665766670549021,3.855371378547477,6.561870957617416,5.80652951707979,19.06291697002886,1.4006243644704295,5.469827037205942,2.6100022801066114,2.899179800648087,5.453491361684651,0.9510065589198888,0.6901308663418682,-9.931432640401994 -max val ml,7.5,0.9669486040221797,3.823244268706233,5.274992995019319,11.358986835756944,37.2981208189137,1.4005118280061273,5.45675289203968,2.5336433782217838,2.6145183224082422,5.4667065483233905,0.9509478223148,0.6900168020527477,-12.034449191053728 -lower bound,7.5,0.9640128778619462,3.753727036409746,4.873378895523883,0.7574412839907816,4.354208285367149,1.3978376870885474,5.442167244278057,2.3848321157547594,0.6945716819159574,0.36878916723569827,0.9506897156600278,0.6897104220994157,-20.10244913943574 -higher bound,7.5,0.9691303157451204,3.95529290094662,7.965570466392981,14.952728103518062,42.57822406193538,1.4033770211462706,5.493302488817453,2.8141577950010155,5.818076142979158,5.953322413345029,0.9513133473163469,0.6905415356437176,-7.54381828662893 -max val,10.0,0.9667618728877927,3.7740333654250393,5.15860408823827,10.226247698796119,20.89602145406541,1.3995237923701485,5.455500179144373,2.6437085389512616,2.13982151650066,3.118731646137832,0.9509916715328466,0.6900820713962781,-12.607251301354935 -max val ml,10.0,0.9668594375397151,3.722159574885428,2.918846707410633,23.462739108275986,42.10806809381071,1.3985648410263052,5.435013606016672,2.4392905192977796,2.3801514929757874,5.2328679522530175,0.95099224684041,0.690075121084917,-21.766409978588634 -lower bound,10.0,0.9640778165495607,3.608166644127185,2.1856317083382337,1.4000341998525867,3.214494262749592,1.3963955338111926,5.416669507813708,2.195447473805181,0.6652686377266779,0.3659413754045656,0.9506646676422454,0.6896382693240545,-22.585523132157576 -higher bound,10.0,0.9695027873302382,3.903625351576017,6.911276616703474,24.89447545210862,46.08025018211037,1.4026421295707612,5.488283908651152,3.1807678773417534,5.165716916882915,5.756466234012294,0.9513175013490516,0.690506753592617,-7.9223607970041385 -max val,12.0,0.9669839698347977,3.7153808085916777,3.2375888380585813,23.02323101878317,25.002346034924024,1.3990254709136307,5.443153668224135,2.6673336500279103,2.1503480536135346,2.435077424169857,0.9509834178498076,0.6900518799901407,-15.40646531550104 -max val ml,12.0,0.9674466760660416,3.674158176603623,1.1044732888033113,27.147362310641753,47.7232122869109,1.3984937495127103,5.421549137197546,2.091888491715346,2.357242144325781,1.6111334365006056,0.9509172787184739,0.6899594553444023,-29.63535233782754 -lower bound,12.0,0.964129826577721,3.5764893216740816,1.1656257581421163,3.0419136185126217,2.3438031649755824,1.3959182796119882,5.40765657706223,1.8337172897558598,1.0895084998234954,0.47152703757910835,0.9506345208215825,0.6895951913278536,-27.53110591406579 -higher bound,12.0,0.9699158991488483,3.8634772668543897,6.197103962210879,29.09721854029305,46.3169502807723,1.4021678605554233,5.481202681382554,3.4959261463171947,3.8610847985381556,5.821929657452628,0.9513110466709247,0.6904820428371119,-8.194714182562805 -max val,15.0,0.9671645508709159,3.5790394963377734,2.187056004327686,14.393593875767037,25.376953902015327,1.3977776116327696,5.418730976494841,3.402336044708945,2.5944742574005506,3.2928310439516504,0.9509698070641315,0.6899853791759417,-17.539326404864447 -max val ml,15.0,0.9674335372364113,3.540001160285466,1.8874790560930903,25.545501114715965,45.4821884090463,1.3975952134236593,5.405397662121988,5.486533611379864,2.1713266692734403,1.9435773058379937,0.9509371852212918,0.68996083894175,-28.939946434313295 -lower bound,15.0,0.9639804009399713,3.401766442190481,0.3452914960192866,1.8054085195674838,3.5619635494935764,1.3945964688640318,5.373271405590035,0.6972816064726132,0.4644210114510998,0.559682550833943,0.9506235828463909,0.6895489595946948,-28.266957976443337 -higher bound,15.0,0.9701249597958732,3.757330209412895,5.086871601412203,27.237098946718163,46.355454615548744,1.401042943015149,5.473696106244906,5.563367672710965,5.750019718220934,5.934890789410988,0.9513321193304569,0.6904781515503244,-8.317901126404829 -max val,18.0,0.9670439182587804,3.293225400855868,11.088513547914914,14.466360568815768,25.436796947611008,1.3960836425415333,5.391345491013672,5.090453835838536,3.1018274935410495,3.130665178431841,0.9509934636318895,0.6899759262319499,-17.47804134672625 -max val ml,18.0,0.9672521575890595,3.1994556868038715,12.646618921155682,11.363490751782187,37.665379966063036,1.3955329640846168,5.3690877360172,5.271308662504125,2.1160539244616308,0.7818405656273967,0.9509865328828131,0.6899365063092009,-20.37295014671983 -lower bound,18.0,0.9636072657099661,2.9047371243185087,1.8051633800341558,1.8642674058196191,3.356942306444862,1.3922408355560938,5.282436791437555,0.7935295981987788,0.3659398200700536,0.45196906581184604,0.9506080642095327,0.6894749101270682,-28.151233420799393 -higher bound,18.0,0.9705126433853362,3.6689770528292835,22.35422740516416,28.030774261269286,46.70362248387047,1.3998462595148171,5.485397100873362,5.885027370123152,5.848275730974842,5.901437408517082,0.9513827437630031,0.6904768549435623,-8.141828001296744 -max val,0.0,0.9659429270365611,3.619136817245453,6.144517972534495,5.254642843952454,1.7944828489793878,1.389591305740868,5.4370714389979575,2.673079275555314,5.940295950071576,2.824914972590145,0.9512233016273203,0.6900552629975084,-6.109392624738788 -max val ml,0.0,0.9659347327301926,3.613281812356658,6.122261221074272,5.2251033285316595,1.7806839527525868,1.3886165177051928,5.435481476039914,2.671321237683948,5.937951352902362,2.821812871396539,0.9512472731749639,0.6900651049012815,-6.1791159485643234 -lower bound,0.0,0.9636521207342743,3.5913802536820034,6.035470906142725,5.098897694960218,1.7204432944318844,1.3870353469977612,5.4297694722708085,2.65850191832397,5.917016844473049,2.7929037417654223,0.9509200561359661,0.6896536208880129,-6.284764449967039 -higher bound,0.0,0.9683241462324519,3.6469499381132446,6.252991109056977,5.410812003876217,1.8691273093660814,1.3921744325733754,5.444784062222309,2.6883360899974003,5.963896851916389,2.8567840998246634,0.9515118364938236,0.6904349065243272,-5.946285299996429 -max val,0.0,0.9659374357946491,3.6183454876552705,6.14083164568035,5.249128642098254,1.7915736203792911,1.3895488143368266,5.437169460799191,2.673419343139323,5.940851213041158,2.8257536443994926,0.9512194687536528,0.6900487528925149,-6.112705106015206 -max val ml,0.0,0.9665316214769912,3.6147927822113592,6.110274824365626,5.199063128070097,1.7669333401674485,1.3890535949582725,5.4346036011997745,2.670035876297161,5.937676295235818,2.8230986708146366,0.951154127115089,0.6899686587853814,-6.169295354281104 -lower bound,0.0,0.9635226620832467,3.590828191422071,6.035032416200804,5.097391035756497,1.7197376438478704,1.386990295524696,5.429745229152104,2.65902251300868,5.9181667172682655,2.7946785508530456,0.950920039780601,0.6896490509714982,-6.293886792661146 -higher bound,0.0,0.9683666989903974,3.646986906857985,6.2521072941940234,5.409563474011,1.8683547407672991,1.3921189175034165,5.444649744596347,2.6882541091545065,5.964187609480169,2.8574285239557167,0.9515262967194347,0.6904551021224701,-5.948284016945973 -max val,0.2,0.9660344463879253,3.644699622091158,6.305481525297447,5.546393558228862,1.9585557356630392,1.3908106054252498,5.442416327748525,2.6788181374834057,5.941420626707884,2.818968647678157,0.9511894796954541,0.6900458826363854,-6.411070023548341 -max val ml,0.2,0.9663964244947443,3.6435373382281697,6.297281789598308,5.532286639142849,1.9509115051924886,1.3908709194492936,5.442773553999135,2.680573209269857,5.945047609445946,2.8244849416023134,0.9511108763243852,0.6899370476634005,-6.435939722463356 -lower bound,0.2,0.9637794229156045,3.6157073179471686,6.189316136696085,5.373317678855326,1.8728070717002385,1.3882411827129923,5.434647942469603,2.6633154482384893,5.91684734907055,2.7855749296296377,0.9508931049650036,0.6896580669802115,-6.655251822576584 -higher bound,0.2,0.9683837930485487,3.673859723753888,6.42285169137552,5.720531546665329,2.044993969808948,1.3934755140826776,5.450355828880561,2.694641786739759,5.966113411980157,2.85258477846211,0.9514797593334838,0.6904358808250414,-6.1996549421914615 -max val,0.4,0.9661772963421233,3.663804652748651,6.4219881122758995,5.756536728781659,2.078076382141094,1.3916893651110378,5.446083468130287,2.682402787291225,5.9415501837258375,2.814230273607803,0.9511561983648811,0.6900400055040955,-6.678010280073536 -max val ml,0.4,0.9665411976790533,3.656006120200941,6.376822904347911,5.68378120709906,2.0405675399050858,1.3909752167000136,5.443437104371769,2.6792172030123615,5.938599534105552,2.8114185088205805,0.951106234504707,0.6899300050857418,-6.86273082261204 -lower bound,0.4,0.9638556488239147,3.6342753214569594,6.302030768914252,5.572842172621857,1.9846912410726854,1.3891803356019623,5.438489440225035,2.666829855490505,5.916492681272054,2.7795955000517676,0.9508737324008287,0.6896537020658222,-6.9933612196479125 -higher bound,0.4,0.9684414393291318,3.691842402548346,6.54248430190484,5.9487164341727405,2.1777455920819375,1.3942012028887123,5.45393748200584,2.698719721280917,5.96748717712574,2.849771316062199,0.9514436755116422,0.6904140329239645,-6.395660875852947 -max val,0.8,0.966218498726637,3.701484856706535,6.670489772946269,6.22598136576042,2.355632004746408,1.3934719948326713,5.45398603379664,2.690188796768905,5.942125685884359,2.8046094172432117,0.9511257140502571,0.690050907456317,-9.94459189875574 -max val ml,0.8,0.966100331423912,3.697063619693875,6.640069125169777,6.168804421366384,2.322937911161956,1.3935706390591172,5.453195427422066,2.689046135462626,5.940989885472456,2.8033145840469493,0.951123472506155,0.6900299682420022,-16.842297962099778 -lower bound,0.8,0.9640341171727493,3.674593354858164,6.565639046947999,6.062516505916559,2.2690597331690974,1.3911119531959282,5.446598027854522,2.6739974294044835,5.915017600379961,2.76667217774007,0.9508529733221008,0.6896959014867098,-22.88794566019967 -higher bound,0.8,0.9684027068576623,3.7308490208550746,6.793503371103958,6.4199935397815855,2.4591152242965237,1.3959323344276031,5.4614116591152975,2.706620630329745,5.9690607920815255,2.841584513870784,0.9513931153257851,0.6904022597242051,-7.174885306000498 -max val,1.2,0.9660917877676156,3.7601046990673606,7.0779215907011945,7.029881053077938,2.853298794602807,1.3962592313442235,5.466310049916819,2.7024044168410013,5.942909149646417,2.7897717124738683,0.9511048513787701,0.6901122731180466,-10.61738463312723 -max val ml,1.2,0.9664856666385016,3.763649465332069,7.087573501184682,7.044879443506739,2.8625793809890516,1.3962848406615194,5.465540519997154,2.700235363089669,5.938931469978694,2.784066465509519,0.951050156891186,0.6900761381063165,-15.98321418043627 -lower bound,1.2,0.9637496323955037,3.728358207031323,6.936285233418701,6.787442559288999,2.7142248329186134,1.3938512273599204,5.457990938286063,2.6824799351630504,5.908917958237826,2.7416556641085292,0.9508146440953327,0.6897293901615258,-18.57374282946662 -higher bound,1.2,0.9684240972300457,3.79147509173564,7.211800087912314,7.258214401066526,2.9844272712846895,1.3986819591959399,5.474995679545082,2.7225578772665084,5.977036002874696,2.83791460959131,0.9513915243649687,0.6904969528766977,-7.816235448197393 -max val,2.0,0.9658623145609951,3.841945745673905,7.744720471373609,8.548830018508069,3.930665627123954,1.3995040707685527,5.483393165720628,2.7188300125265052,5.936895686569554,2.752826313926418,0.9510922839134359,0.6901999474700474,-9.273563034674929 -max val ml,2.0,0.9661988251756317,3.8428390804543904,7.728471111911527,8.503811840758159,3.899101660416065,1.3995863999685525,5.481915312759761,2.715722479507163,5.933549475074929,2.74945128302395,0.951045138864604,0.6901510657804644,-10.329050710120928 -lower bound,2.0,0.9634870183599953,3.8009049361905176,7.53643467569788,8.131913752767382,3.646812195143904,1.3969232817392567,5.473731181010074,2.6916552529222,5.886337633879304,2.6774202728014553,0.9507887312769164,0.6898101609833719,-17.26504543400291 -higher bound,2.0,0.9682966371698573,3.8831834044660427,7.952357630694054,8.967242023788026,4.21810120076538,1.4020248683727594,5.493432273022484,2.747241648457577,5.989984601465937,2.83181910884085,0.9513851118352447,0.6905855617573734,-7.6694685940664264 -max val,0.0,0.9659131067462141,3.6188317284548304,6.142300940355307,5.251687040920102,1.7931334803127559,1.3895625073211306,5.4370169703947635,2.673020857883179,5.9399881458049855,2.8243466295689723,0.9512276927621517,0.6900609977101202,-6.108387100204837 -max val ml,0.0,0.9657579502284916,3.6088181150094316,6.103127314920594,5.2014362470669235,1.771836602396351,1.3890151738378216,5.435952423635601,2.6732081325541217,5.941930061099881,2.82775977602089,0.9512389147166465,0.6900502220242245,-6.1399871235648185 -lower bound,0.0,0.963586926722415,3.5910167742232115,6.03570460668536,5.099053339214595,1.7202239774055377,1.386896925787572,5.429286013457681,2.6573271425227123,5.91536974890766,2.7910333793584514,0.9509356122956032,0.6896781871977935,-6.284097830659832 -higher bound,0.0,0.96825806260027,3.6463603995893923,6.2470454619083355,5.403743004767945,1.8659820622483752,1.3921763590606366,5.444657706799339,2.688148669150285,5.963700411936011,2.8565466040921152,0.9515172944834751,0.6904392271697015,-5.945386810021907 -max val,0.2,0.9660201612205399,3.644741266159214,6.30616624257938,5.547885103391614,1.959342515642656,1.390781746763277,5.442450772294496,2.6788653755414225,5.941201489673878,2.8186002506965218,0.9511936036168476,0.6900549925577687,-6.409919573777579 -max val ml,0.2,0.965382190795145,3.6364310243392133,6.272453519395185,5.498062412412261,1.9350909607218068,1.3905348892754734,5.44209256186978,2.6791794029469673,5.942881934653016,2.821557868415251,0.9512771286075352,0.6901057421160746,-6.500968281327761 -lower bound,0.2,0.9636923453810111,3.6157913668638066,6.189354771108468,5.37283294139124,1.8725899562466175,1.3882189686567403,5.43499656522797,2.663582293031923,5.916577782847425,2.7848214583733633,0.9509059561348359,0.6896650627765782,-6.652430671009505 -higher bound,0.2,0.9683149399382042,3.673455473451463,6.424569114468307,5.725161918962533,2.0474522051504196,1.393308568117167,5.450538371221105,2.69480191617965,5.96631444153865,2.8528082083327635,0.9514750358068151,0.6904318277261814,-6.1988378376098865 -max val,0.4,0.9661814565727175,3.665063109671967,6.428264356662585,5.766999815860168,2.083805846279028,1.3918333168377564,5.44636591227705,2.68245591419992,5.941019023340781,2.813202688012005,0.9511555518667358,0.6900429152079642,-6.657498266861666 -max val ml,0.4,0.9664000817913536,3.665591003888985,6.415639759520093,5.7367128784263715,2.065507926113266,1.3921600628328188,5.44500187368935,2.6788322461807397,5.935340492983835,2.8054338156934895,0.9511568577227165,0.6900629122331442,-6.761207768768763 -lower bound,0.4,0.9638791447049818,3.6353158488943094,6.299859630624076,5.569212656993432,1.9831690480516464,1.3892874091078946,5.438543784875168,2.667274069283682,5.917015487815551,2.7805125365620866,0.9508700567312911,0.6896618854318668,-6.9648091147455915 -higher bound,0.4,0.9684508427091099,3.693890349534123,6.554188441489536,5.9656681577793,2.186296499239432,1.3942599981134172,5.453891018045157,2.6976833622134384,5.965558883551674,2.8470910415315847,0.9514479998506002,0.6904252182935082,-6.389634440703343 -max val,0.8,0.9662153041562482,3.7029296866434054,6.6768506548227275,6.234427077797424,2.3597215197402504,1.393599652203517,5.454228526022298,2.690302231479827,5.941861908508849,2.803789953816814,0.951123344533698,0.690051826657911,-8.754177767976685 -max val ml,0.8,0.9662230181886777,3.7020128005326467,6.6702840204643,6.219539753756896,2.349393609523223,1.3937301432047295,5.454403586163944,2.6908133056302836,5.942972249594491,2.805740220510037,0.9511136404535472,0.6900777483937474,-16.79477769306778 -lower bound,0.8,0.9638761187786087,3.674713552492749,6.565837111796542,6.062917435398704,2.2683172258901876,1.3912966633549406,5.4466357034912924,2.673135293100837,5.913518269982025,2.7643927400627493,0.9508510355314743,0.6896996878424165,-15.76700663641607 -higher bound,0.8,0.9684410074606864,3.7316701932513863,6.795804332649348,6.4278001742430995,2.465679942349101,1.3960342952362854,5.461946223711688,2.7073274657398616,5.969759601287677,2.8419976749352456,0.9514152252918646,0.6904430778686266,-7.10507108222216 -max val,1.2,0.9661593464755314,3.7601234918570174,7.076388455033078,7.025383208366894,2.850856083873179,1.3962415811524964,5.466315211203364,2.702289036230525,5.942128087143708,2.788231922546405,0.951091431547813,0.690097326417616,-10.447273595661734 -max val ml,1.2,0.9665847428927872,3.765806954766792,7.091430605585833,7.046530279006352,2.8617738206474197,1.3965166060154155,5.46557232015712,2.700415322793912,5.9400222667971345,2.786547099722829,0.9510497481584641,0.6900784873248136,-20.574230090536563 -lower bound,1.2,0.9638036790719897,3.727568988395136,6.936055343674244,6.789743422665278,2.715660236641441,1.3938137622574631,5.457591714808716,2.6818333953604077,5.907559231163529,2.7393557668924036,0.9508024831871511,0.6897146085916286,-19.732078729642815 -higher bound,1.2,0.9685561258858857,3.7909198123467984,7.210858219236972,7.257945303171133,2.985159884457427,1.398676718386848,5.474780201917901,2.7226170186167815,5.977097202213321,2.83741859508018,0.9513767576513552,0.6904817351007817,-7.805765218599461 -max val,2.0,0.9658734598836927,3.843509607327759,7.7496594768202955,8.550493886568088,3.9295483413234757,1.3995272714758682,5.483327874276406,2.717496116199978,5.9343311263330625,2.7486375597234813,0.9510926184989008,0.6902079975244417,-9.797040313970019 -max val ml,2.0,0.9655537832358321,3.835723516294917,7.72984736539777,8.536236416221763,3.9262137206785765,1.3995411858912727,5.485176522749733,2.7255504515254847,5.950325405351837,2.77241515010429,0.9511212532570577,0.6902885035677877,-20.32778405481649 -lower bound,2.0,0.9634337754594824,3.8023405009448954,7.544439866903325,8.13059350124151,3.640115610322657,1.3969950075542759,5.472696591924752,2.688943137387717,5.881064918641048,2.6695589289363286,0.9508036118871386,0.6898222450785824,-17.765103390780297 -higher bound,2.0,0.9682407286291976,3.8846392217140853,7.965683011181904,8.990148734746237,4.229562338576445,1.4020334140546429,5.493819962507029,2.7468435639850357,5.988882083503816,2.830004566263892,0.9513958363476154,0.6905915034021692,-7.741095828856604 -max val,2.5,0.9657478381300485,3.878393003426483,8.081426485295509,9.418316121659966,4.635315819898869,1.400605909131118,5.490133739561882,2.7235296620499736,5.92736640238501,2.7233137436189083,0.9510930637729775,0.6902418306540276,-10.02309775337677 -max val ml,2.5,0.9662305070883053,3.8912493823757903,8.139842976905449,9.51461074850004,4.687195633731135,1.4010177200330085,5.48970779240979,2.719032407095656,5.917611792908555,2.708635521492928,0.9510128461177274,0.6901620333063717,-21.036292607864613 -lower bound,2.5,0.9633840092361016,3.832481488151256,7.821990991462997,8.834467572139758,4.190233235658305,1.398032413308425,5.479403060445938,2.692771146765514,5.866064091419318,2.6270732098406677,0.9508046897356379,0.689852618427974,-21.294360570610426 -higher bound,2.5,0.9681042238695525,3.922729038645832,8.347230529655986,10.022468566803958,5.09020523780601,1.4032126159835754,5.5014030955963005,2.7565365958841683,5.9932002733112135,2.824608769713185,0.951381482507514,0.6906191876094911,-7.768827059095543 -max val,5.0,0.9663193110781984,3.895315716354796,7.914294971386827,7.891660170548766,2.549150426237994,1.400886645977089,5.482742017896363,2.6750336866861804,5.78337270454081,2.2878933253145957,0.9510306498102006,0.6901672225460599,-9.551663776974221 -max val ml,5.0,0.966064575212062,3.927819132610651,8.473962493813124,10.157609951909278,4.834341032507582,1.402236037082781,5.496262421680523,2.713291371163504,5.865210563155327,2.5784699366819877,0.9510595660523751,0.6902720663157427,-18.116969164091277 -lower bound,5.0,0.9639645301985731,3.8371687680213595,7.333343495372393,5.72216830920275,0.4897591157803496,1.3982964927141897,5.466443635215079,2.602202581494076,5.5121829521394625,0.8151714313634673,0.9507377391219665,0.6897754977826959,-16.024693421154492 -higher bound,5.0,0.9687223699400479,3.964600742450769,8.664034806015426,11.053988001718935,6.369980806589251,1.4035456485120001,5.502884671000308,2.749728684996068,6.023156594670449,4.046243351307521,0.9513076180774167,0.6905407163248115,-7.541538222799936 -max val,7.5,0.9664891314495647,3.8465780756226713,6.491260923626518,5.668326597678021,20.060075465858322,1.4005119727555913,5.471611313080745,2.6438389323102385,2.612985751322516,5.376246637907654,0.9510156632625412,0.6901419375487408,-9.26258615723016 -max val ml,7.5,0.9662734596117732,3.7900432934268276,5.307081012459828,10.397208326352073,33.113809726860225,1.3997959591914284,5.467214771990454,2.7002245452298834,2.094529278971325,5.147791048970327,0.9510457855723995,0.690144391025853,-9.311157478618192 -lower bound,7.5,0.9639208009837317,3.74267903593023,4.935928280549453,1.0417717807949278,5.032484100922336,1.3976447664060114,5.446257388306955,2.4334589605024477,0.7957820578158484,4.064468369650665,0.9507001336228834,0.689723066585249,-15.777392101047518 -higher bound,7.5,0.969151584374065,3.9510101113874754,7.8596943118311895,14.851378005261672,39.892274234970564,1.4033537968985619,5.495857956974315,2.873659134598213,5.835868590879107,6.030175096512033,0.9513259574527098,0.690557386968266,-7.4374108229942415 -max val,10.0,0.9669445878929549,3.7762242893901945,4.91958668538831,10.962597857022098,23.83114077910245,1.3994755433927186,5.452357564422598,2.5981161096016905,2.318438499271264,3.7425981919909526,0.9509728459696676,0.6900454750185662,-16.340702457049463 -max val ml,10.0,0.9667332672121268,3.766296117023171,3.907950098647206,19.283934370438164,44.91161757322741,1.3994872969175398,5.4487036722160225,2.5257707678281127,2.363923290758293,5.136470964137951,0.9509759515806409,0.6900579122233647,-13.969756037833719 -lower bound,10.0,0.9641799756211249,3.6285819004272524,2.561996607654875,2.5055584091876018,2.8348921109058782,1.3962563766204334,5.410800108905796,2.0702163903422277,1.0268760966850214,0.6408383802718964,0.9506244377816484,0.6895951402225186,-27.224194854513208 -higher bound,10.0,0.9698965952001172,3.927648993837023,7.192220117016544,22.794083467823864,45.48518976804178,1.40241245643265,5.485231809998191,3.1161525117814026,5.076590765727225,5.970328222036148,0.9513095215378184,0.6904841685881534,-8.28569562310413 -max val,12.0,0.9669390319528762,3.725356330007303,3.547316763965912,20.956028753585613,26.427847513797506,1.3992136338112275,5.445949671640372,2.6983239441635964,2.1168409421905565,2.195421176529153,0.9509771298159801,0.6900468217011173,-16.29786387993287 -max val ml,12.0,0.9669763294797851,3.6771353784778684,1.269734491350099,29.524584649590196,18.978295340749696,1.3990938342736088,5.43007108422592,2.453180453096099,2.2728677024289228,0.9317886862516778,0.9509759943274978,0.6900552576245556,-22.2013144912476 -lower bound,12.0,0.9639960499466693,3.5894885870833573,1.410641952052548,4.404410339474826,3.8830441939739564,1.3963446147950112,5.411695118612002,1.9499850614158083,1.0183671307978681,0.36121498028256394,0.9506525177653309,0.6896297351013486,-28.328718510114786 -higher bound,12.0,0.9697675560319992,3.8774856276247784,6.314768437693438,29.036529795203954,46.998515123785374,1.4023325549100576,5.485636002789838,3.4581280537548675,3.418175325998068,5.818202201531747,0.951313554051791,0.6904965601639743,-8.24913600974826 -max val,15.0,0.9670833206997634,3.5725770232824132,2.172811312840564,15.463692115423807,25.48071292448916,1.3975819313705136,5.419556919368273,3.436516349683863,2.678631569211934,3.382601151261906,0.9509774541838725,0.6899929380364992,-17.07644193462644 -max val ml,15.0,0.967152499914733,3.5057384429480134,2.725609014841605,29.03014218661176,17.595793606500152,1.3970686525036489,5.419990794535627,4.686749076430749,1.593094480958765,1.2200415796327606,0.9509534284397159,0.68992820366526,-15.05710886408984 -lower bound,15.0,0.9640192502348641,3.3951997117197537,0.3330490811395625,2.0765470976380094,3.803681114752242,1.3944262941570817,5.3751666838445855,0.8938513369665679,0.5346990611453992,0.4342119835225584,0.9506161843373868,0.6895300085260224,-28.041331618066824 -higher bound,15.0,0.970182699497439,3.7532097616585074,5.204230131635414,28.104749024526527,46.87681150076543,1.4009011885208187,5.46954101843423,5.570766710470054,5.798114643448841,5.868865608783236,0.9513374489809798,0.6904605578452016,-8.348523003507957 -max val,18.0,0.9670600923372348,3.293645279927061,11.107033420811547,15.436522972515125,24.759916738614816,1.3960570331596902,5.39264633241171,5.117098650505776,3.2345083573976052,3.3448413065494553,0.9509982630733747,0.6899825712619853,-18.914357701290136 -max val ml,18.0,0.9669962428752937,3.2212073260036633,11.918852412974582,14.163881352414997,39.43690196710411,1.3953757467980248,5.378645686488069,5.193825571896025,0.7105141389407941,3.0968321642120373,0.9509908621602701,0.6899532151153245,-24.04904643587812 -lower bound,18.0,0.9635067030244024,2.9087993021108485,1.8576468580697147,1.9139345591346757,3.179337315316091,1.3920569111303875,5.2892250909963305,2.412786649811126,0.4199821138336242,0.5031812057302371,0.9506058171030807,0.6894703667917795,-28.340548902511202 -higher bound,18.0,0.9704883951298107,3.6509498056436795,21.634631826670613,28.097411277454725,46.654871123202184,1.3998781047361326,5.48441634493359,5.919611611779665,5.832066945917143,5.842201021597512,0.9514053837056804,0.690498188567734,-8.65272683125712 -max val,20.0,0.9671558035070187,3.1806160304946536,19.23459878338312,16.299974038403995,24.392536320993496,1.3957046944993856,5.374107700670117,5.133701160816378,3.141122387552652,3.2420224893570087,0.9509860099767657,0.6899492535472904,-17.9225209754567 -max val ml,20.0,0.9671216318446998,2.9697145319230254,27.37786217185793,8.268235607425503,45.39069225904721,1.395154484157448,5.320807536799745,5.357916659008585,2.7716082436889176,2.5989244874404,0.9509983087952814,0.6899275726556016,-24.85560140237369 -lower bound,20.0,0.963631060579694,2.85111868275797,3.1110943267463287,2.110038273758329,3.5035358981167453,1.3922003131219518,5.257321602826697,1.0767223334080616,0.41662715131029227,0.396904528206905,0.9505923972201971,0.6894338795280489,-28.380491085676645 -higher bound,20.0,0.9706615044662853,3.6159432950900268,28.508687589979285,28.113220645129736,46.64931872214301,1.3993945802680245,5.492704081426557,5.967796172437748,5.767446847136744,5.882558395015905,0.9513873552172241,0.6904828396806056,-8.370440888186813 +;tshift;$A_0$;$A_1$;$A_2$;$A_3$;$A_4$;$\phi_0$;$\phi_1$;$\phi_2$;$\phi_3$;$\phi_4$;mass;spin;noise +max val;0.0;0.9659131067462141;3.6188317284548304;6.142300940355307;5.251687040920102;1.7931334803127559;1.3895625073211306;5.4370169703947635;2.673020857883179;5.9399881458049855;2.8243466295689723;0.9512276927621517;0.6900609977101202;-6.108387100204837 +max val ml;0.0;0.9657579502284916;3.6088181150094316;6.103127314920594;5.2014362470669235;1.771836602396351;1.3890151738378216;5.435952423635601;2.6732081325541217;5.941930061099881;2.82775977602089;0.9512389147166465;0.6900502220242245;-6.1399871235648185 +lower bound;0.0;0.963586926722415;3.5910167742232115;6.03570460668536;5.099053339214595;1.7202239774055377;1.386896925787572;5.429286013457681;2.6573271425227123;5.91536974890766;2.7910333793584514;0.9509356122956032;0.6896781871977935;-6.284097830659832 +higher bound;0.0;0.96825806260027;3.6463603995893923;6.2470454619083355;5.403743004767945;1.8659820622483752;1.3921763590606366;5.444657706799339;2.688148669150285;5.963700411936011;2.8565466040921152;0.9515172944834751;0.6904392271697015;-5.945386810021907 +max val;0.2;0.9660201612205399;3.644741266159214;6.30616624257938;5.547885103391614;1.959342515642656;1.390781746763277;5.442450772294496;2.6788653755414225;5.941201489673878;2.8186002506965218;0.9511936036168476;0.6900549925577687;-6.409919573777579 +max val ml;0.2;0.965382190795145;3.6364310243392133;6.272453519395185;5.498062412412261;1.9350909607218068;1.3905348892754734;5.44209256186978;2.6791794029469673;5.942881934653016;2.821557868415251;0.9512771286075352;0.6901057421160746;-6.500968281327761 +lower bound;0.2;0.9636923453810111;3.6157913668638066;6.189354771108468;5.37283294139124;1.8725899562466175;1.3882189686567403;5.43499656522797;2.663582293031923;5.916577782847425;2.7848214583733633;0.9509059561348359;0.6896650627765782;-6.652430671009505 +higher bound;0.2;0.9683149399382042;3.673455473451463;6.424569114468307;5.725161918962533;2.0474522051504196;1.393308568117167;5.450538371221105;2.69480191617965;5.96631444153865;2.8528082083327635;0.9514750358068151;0.6904318277261814;-6.1988378376098865 +max val;0.4;0.9661814565727175;3.665063109671967;6.428264356662585;5.766999815860168;2.083805846279028;1.3918333168377564;5.44636591227705;2.68245591419992;5.941019023340781;2.813202688012005;0.9511555518667358;0.6900429152079642;-6.657498266861666 +max val ml;0.4;0.9664000817913536;3.665591003888985;6.415639759520093;5.7367128784263715;2.065507926113266;1.3921600628328188;5.44500187368935;2.6788322461807397;5.935340492983835;2.8054338156934895;0.9511568577227165;0.6900629122331442;-6.761207768768763 +lower bound;0.4;0.9638791447049818;3.6353158488943094;6.299859630624076;5.569212656993432;1.9831690480516464;1.3892874091078946;5.438543784875168;2.667274069283682;5.917015487815551;2.7805125365620866;0.9508700567312911;0.6896618854318668;-6.9648091147455915 +higher bound;0.4;0.9684508427091099;3.693890349534123;6.554188441489536;5.9656681577793;2.186296499239432;1.3942599981134172;5.453891018045157;2.6976833622134384;5.965558883551674;2.8470910415315847;0.9514479998506002;0.6904252182935082;-6.389634440703343 +max val;0.8;0.9662153041562482;3.7029296866434054;6.6768506548227275;6.234427077797424;2.3597215197402504;1.393599652203517;5.454228526022298;2.690302231479827;5.941861908508849;2.803789953816814;0.951123344533698;0.690051826657911;-8.754177767976685 +max val ml;0.8;0.9662230181886777;3.7020128005326467;6.6702840204643;6.219539753756896;2.349393609523223;1.3937301432047295;5.454403586163944;2.6908133056302836;5.942972249594491;2.805740220510037;0.9511136404535472;0.6900777483937474;-16.79477769306778 +lower bound;0.8;0.9638761187786087;3.674713552492749;6.565837111796542;6.062917435398704;2.2683172258901876;1.3912966633549406;5.4466357034912924;2.673135293100837;5.913518269982025;2.7643927400627493;0.9508510355314743;0.6896996878424165;-15.76700663641607 +higher bound;0.8;0.9684410074606864;3.7316701932513863;6.795804332649348;6.4278001742430995;2.465679942349101;1.3960342952362854;5.461946223711688;2.7073274657398616;5.969759601287677;2.8419976749352456;0.9514152252918646;0.6904430778686266;-7.10507108222216 +max val;1.2;0.9661593464755314;3.7601234918570174;7.076388455033078;7.025383208366894;2.850856083873179;1.3962415811524964;5.466315211203364;2.702289036230525;5.942128087143708;2.788231922546405;0.951091431547813;0.690097326417616;-10.447273595661734 +max val ml;1.2;0.9665847428927872;3.765806954766792;7.091430605585833;7.046530279006352;2.8617738206474197;1.3965166060154155;5.46557232015712;2.700415322793912;5.9400222667971345;2.786547099722829;0.9510497481584641;0.6900784873248136;-20.574230090536563 +lower bound;1.2;0.9638036790719897;3.727568988395136;6.936055343674244;6.789743422665278;2.715660236641441;1.3938137622574631;5.457591714808716;2.6818333953604077;5.907559231163529;2.7393557668924036;0.9508024831871511;0.6897146085916286;-19.732078729642815 +higher bound;1.2;0.9685561258858857;3.7909198123467984;7.210858219236972;7.257945303171133;2.985159884457427;1.398676718386848;5.474780201917901;2.7226170186167815;5.977097202213321;2.83741859508018;0.9513767576513552;0.6904817351007817;-7.805765218599461 +max val;2.0;0.9658734598836927;3.843509607327759;7.7496594768202955;8.550493886568088;3.9295483413234757;1.3995272714758682;5.483327874276406;2.717496116199978;5.9343311263330625;2.7486375597234813;0.9510926184989008;0.6902079975244417;-9.797040313970019 +max val ml;2.0;0.9655537832358321;3.835723516294917;7.72984736539777;8.536236416221763;3.9262137206785765;1.3995411858912727;5.485176522749733;2.7255504515254847;5.950325405351837;2.77241515010429;0.9511212532570577;0.6902885035677877;-20.32778405481649 +lower bound;2.0;0.9634337754594824;3.8023405009448954;7.544439866903325;8.13059350124151;3.640115610322657;1.3969950075542759;5.472696591924752;2.688943137387717;5.881064918641048;2.6695589289363286;0.9508036118871386;0.6898222450785824;-17.765103390780297 +higher bound;2.0;0.9682407286291976;3.8846392217140853;7.965683011181904;8.990148734746237;4.229562338576445;1.4020334140546429;5.493819962507029;2.7468435639850357;5.988882083503816;2.830004566263892;0.9513958363476154;0.6905915034021692;-7.741095828856604 +max val;2.5;0.9657478381300485;3.878393003426483;8.081426485295509;9.418316121659966;4.635315819898869;1.400605909131118;5.490133739561882;2.7235296620499736;5.92736640238501;2.7233137436189083;0.9510930637729775;0.6902418306540276;-10.02309775337677 +max val ml;2.5;0.9662305070883053;3.8912493823757903;8.139842976905449;9.51461074850004;4.687195633731135;1.4010177200330085;5.48970779240979;2.719032407095656;5.917611792908555;2.708635521492928;0.9510128461177274;0.6901620333063717;-21.036292607864613 +lower bound;2.5;0.9633840092361016;3.832481488151256;7.821990991462997;8.834467572139758;4.190233235658305;1.398032413308425;5.479403060445938;2.692771146765514;5.866064091419318;2.6270732098406677;0.9508046897356379;0.689852618427974;-21.294360570610426 +higher bound;2.5;0.9681042238695525;3.922729038645832;8.347230529655986;10.022468566803958;5.09020523780601;1.4032126159835754;5.5014030955963005;2.7565365958841683;5.9932002733112135;2.824608769713185;0.951381482507514;0.6906191876094911;-7.768827059095543 +max val;5.0;0.9663193110781984;3.895315716354796;7.914294971386827;7.891660170548766;2.549150426237994;1.400886645977089;5.482742017896363;2.6750336866861804;5.78337270454081;2.2878933253145957;0.9510306498102006;0.6901672225460599;-9.551663776974221 +max val ml;5.0;0.966064575212062;3.927819132610651;8.473962493813124;10.157609951909278;4.834341032507582;1.402236037082781;5.496262421680523;2.713291371163504;5.865210563155327;2.5784699366819877;0.9510595660523751;0.6902720663157427;-18.116969164091277 +lower bound;5.0;0.9639645301985731;3.8371687680213595;7.333343495372393;5.72216830920275;0.4897591157803496;1.3982964927141897;5.466443635215079;2.602202581494076;5.5121829521394625;0.8151714313634673;0.9507377391219665;0.6897754977826959;-16.024693421154492 +higher bound;5.0;0.9687223699400479;3.964600742450769;8.664034806015426;11.053988001718935;6.369980806589251;1.4035456485120001;5.502884671000308;2.749728684996068;6.023156594670449;4.046243351307521;0.9513076180774167;0.6905407163248115;-7.541538222799936 +max val;7.5;0.9664891314495647;3.8465780756226713;6.491260923626518;5.668326597678021;20.060075465858322;1.4005119727555913;5.471611313080745;2.6438389323102385;2.612985751322516;5.376246637907654;0.9510156632625412;0.6901419375487408;-9.26258615723016 +max val ml;7.5;0.9662734596117732;3.7900432934268276;5.307081012459828;10.397208326352073;33.113809726860225;1.3997959591914284;5.467214771990454;2.7002245452298834;2.094529278971325;5.147791048970327;0.9510457855723995;0.690144391025853;-9.311157478618192 +lower bound;7.5;0.9639208009837317;3.74267903593023;4.935928280549453;1.0417717807949278;5.032484100922336;1.3976447664060114;5.446257388306955;2.4334589605024477;0.7957820578158484;4.064468369650665;0.9507001336228834;0.689723066585249;-15.777392101047518 +higher bound;7.5;0.969151584374065;3.9510101113874754;7.8596943118311895;14.851378005261672;39.892274234970564;1.4033537968985619;5.495857956974315;2.873659134598213;5.835868590879107;6.030175096512033;0.9513259574527098;0.690557386968266;-7.4374108229942415 +max val;10.0;0.9669445878929549;3.7762242893901945;4.91958668538831;10.962597857022098;23.83114077910245;1.3994755433927186;5.452357564422598;2.5981161096016905;2.318438499271264;3.7425981919909526;0.9509728459696676;0.6900454750185662;-16.340702457049463 +max val ml;10.0;0.9667332672121268;3.766296117023171;3.907950098647206;19.283934370438164;44.91161757322741;1.3994872969175398;5.4487036722160225;2.5257707678281127;2.363923290758293;5.136470964137951;0.9509759515806409;0.6900579122233647;-13.969756037833719 +lower bound;10.0;0.9641799756211249;3.6285819004272524;2.561996607654875;2.5055584091876018;2.8348921109058782;1.3962563766204334;5.410800108905796;2.0702163903422277;1.0268760966850214;0.6408383802718964;0.9506244377816484;0.6895951402225186;-27.224194854513208 +higher bound;10.0;0.9698965952001172;3.927648993837023;7.192220117016544;22.794083467823864;45.48518976804178;1.40241245643265;5.485231809998191;3.1161525117814026;5.076590765727225;5.970328222036148;0.9513095215378184;0.6904841685881534;-8.28569562310413 +max val;12.0;0.9669390319528762;3.725356330007303;3.547316763965912;20.956028753585613;26.427847513797506;1.3992136338112275;5.445949671640372;2.6983239441635964;2.1168409421905565;2.195421176529153;0.9509771298159801;0.6900468217011173;-16.29786387993287 +max val ml;12.0;0.9669763294797851;3.6771353784778684;1.269734491350099;29.524584649590196;18.978295340749696;1.3990938342736088;5.43007108422592;2.453180453096099;2.2728677024289228;0.9317886862516778;0.9509759943274978;0.6900552576245556;-22.2013144912476 +lower bound;12.0;0.9639960499466693;3.5894885870833573;1.410641952052548;4.404410339474826;3.8830441939739564;1.3963446147950112;5.411695118612002;1.9499850614158083;1.0183671307978681;0.36121498028256394;0.9506525177653309;0.6896297351013486;-28.328718510114786 +higher bound;12.0;0.9697675560319992;3.8774856276247784;6.314768437693438;29.036529795203954;46.998515123785374;1.4023325549100576;5.485636002789838;3.4581280537548675;3.418175325998068;5.818202201531747;0.951313554051791;0.6904965601639743;-8.24913600974826 +max val;15.0;0.9670833206997634;3.5725770232824132;2.172811312840564;15.463692115423807;25.48071292448916;1.3975819313705136;5.419556919368273;3.436516349683863;2.678631569211934;3.382601151261906;0.9509774541838725;0.6899929380364992;-17.07644193462644 +max val ml;15.0;0.967152499914733;3.5057384429480134;2.725609014841605;29.03014218661176;17.595793606500152;1.3970686525036489;5.419990794535627;4.686749076430749;1.593094480958765;1.2200415796327606;0.9509534284397159;0.68992820366526;-15.05710886408984 +lower bound;15.0;0.9640192502348641;3.3951997117197537;0.3330490811395625;2.0765470976380094;3.803681114752242;1.3944262941570817;5.3751666838445855;0.8938513369665679;0.5346990611453992;0.4342119835225584;0.9506161843373868;0.6895300085260224;-28.041331618066824 +higher bound;15.0;0.970182699497439;3.7532097616585074;5.204230131635414;28.104749024526527;46.87681150076543;1.4009011885208187;5.46954101843423;5.570766710470054;5.798114643448841;5.868865608783236;0.9513374489809798;0.6904605578452016;-8.348523003507957 +max val;18.0;0.9670600923372348;3.293645279927061;11.107033420811547;15.436522972515125;24.759916738614816;1.3960570331596902;5.39264633241171;5.117098650505776;3.2345083573976052;3.3448413065494553;0.9509982630733747;0.6899825712619853;-18.914357701290136 +max val ml;18.0;0.9669962428752937;3.2212073260036633;11.918852412974582;14.163881352414997;39.43690196710411;1.3953757467980248;5.378645686488069;5.193825571896025;0.7105141389407941;3.0968321642120373;0.9509908621602701;0.6899532151153245;-24.04904643587812 +lower bound;18.0;0.9635067030244024;2.9087993021108485;1.8576468580697147;1.9139345591346757;3.179337315316091;1.3920569111303875;5.2892250909963305;2.412786649811126;0.4199821138336242;0.5031812057302371;0.9506058171030807;0.6894703667917795;-28.340548902511202 +higher bound;18.0;0.9704883951298107;3.6509498056436795;21.634631826670613;28.097411277454725;46.654871123202184;1.3998781047361326;5.48441634493359;5.919611611779665;5.832066945917143;5.842201021597512;0.9514053837056804;0.690498188567734;-8.65272683125712 +max val;20.0;0.9671558035070187;3.1806160304946536;19.23459878338312;16.299974038403995;24.392536320993496;1.3957046944993856;5.374107700670117;5.133701160816378;3.141122387552652;3.2420224893570087;0.9509860099767657;0.6899492535472904;-17.9225209754567 +max val ml;20.0;0.9671216318446998;2.9697145319230254;27.37786217185793;8.268235607425503;45.39069225904721;1.395154484157448;5.320807536799745;5.357916659008585;2.7716082436889176;2.5989244874404;0.9509983087952814;0.6899275726556016;-24.85560140237369 +lower bound;20.0;0.963631060579694;2.85111868275797;3.1110943267463287;2.110038273758329;3.5035358981167453;1.3922003131219518;5.257321602826697;1.0767223334080616;0.41662715131029227;0.396904528206905;0.9505923972201971;0.6894338795280489;-28.380491085676645 +higher bound;20.0;0.9706615044662853;3.6159432950900268;28.508687589979285;28.113220645129736;46.64931872214301;1.3993945802680245;5.492704081426557;5.967796172437748;5.767446847136744;5.882558395015905;0.9513873552172241;0.6904828396806056;-8.370440888186813 \ No newline at end of file diff --git a/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax4_True__fitnoise_True/summary305_w-tau-fixed-m-af_nmax_4.csv b/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax4_True__fitnoise_True/summary305_w-tau-fixed-m-af_nmax_4.csv index 917cacf..691a305 100644 --- a/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax4_True__fitnoise_True/summary305_w-tau-fixed-m-af_nmax_4.csv +++ b/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax4_True__fitnoise_True/summary305_w-tau-fixed-m-af_nmax_4.csv @@ -1,36 +1,15 @@ -n,id,t_shift,dlogz,dlogz_err -4,305,0.0,-68367.25516440223,0.1559724786960795 -4.0,305.0,0.0,-68367.65705241518,0.22098988682418877 -4.0,305.0,0.2,-68088.67676993142,0.21778748640610032 -4.0,305.0,0.4,-67909.17612938442,0.21927446233155226 -4.0,305.0,0.8,-67557.31365156961,0.21916844677405253 -4.0,305.0,1.2,-67217.01917543795,0.21420204663534695 -4.0,305.0,2.0,-66572.39934186758,0.2095129559313024 -4.0,305.0,2.5,-66176.49731768585,0.20580119406381678 -4.0,305.0,5.0,-64198.900896694024,0.19013080133977625 -4.0,305.0,7.5,-62196.78818789635,0.1748815505626588 -4.0,305.0,10.0,-60188.0351139073,0.1628990236901406 -4.0,305.0,12.0,-58579.55493778573,0.15801169831102824 -4.0,305.0,15.0,-56166.87281392095,0.1498722049651935 -4.0,305.0,18.0,-53760.93903240265,0.14594144418236915 -4.0,305.0,0.0,-68365.63833638157,0.21880603527026496 -4.0,305.0,0.0,-68373.71057271113,0.22776709008811516 -4.0,305.0,0.2,-68089.19183760407,0.21849383308342757 -4.0,305.0,0.4,-67908.59463645141,0.2184221710807461 -4.0,305.0,0.8,-67557.04842069138,0.21924770253003206 -4.0,305.0,1.2,-67217.13611817808,0.2144762991550395 -4.0,305.0,2.0,-66577.8073937404,0.21572681989887085 -4.0,305.0,0.0,-68365.77121789072,0.2187442243316963 -4.0,305.0,0.2,-68089.59737553768,0.21885651129630945 -4.0,305.0,0.4,-67908.76984930571,0.21856133899904298 -4.0,305.0,0.8,-67555.52870135283,0.21734162076310456 -4.0,305.0,1.2,-67218.56847541429,0.2159824511454729 -4.0,305.0,2.0,-66573.4066842083,0.2106743856633939 -4.0,305.0,2.5,-66175.38345408437,0.20459788164713671 -4.0,305.0,5.0,-64197.103477839584,0.1890451452818923 -4.0,305.0,7.5,-62196.774283037914,0.17478372266048653 -4.0,305.0,10.0,-60187.46266088184,0.16181949309651886 -4.0,305.0,12.0,-58579.635979521794,0.15821842484331308 -4.0,305.0,15.0,-56167.178354258416,0.15045147410948126 -4.0,305.0,18.0,-53760.99040252648,0.14608490597688825 -4.0,305.0,20.0,-52162.18708348988,0.14365470996131158 +n;id;t_shift;dlogz;dlogz_err +4.0;305.0;0.0;-68365.77121789072;0.2187442243316963 +4.0;305.0;0.2;-68089.59737553768;0.21885651129630945 +4.0;305.0;0.4;-67908.76984930571;0.21856133899904298 +4.0;305.0;0.8;-67555.52870135283;0.21734162076310456 +4.0;305.0;1.2;-67218.56847541429;0.2159824511454729 +4.0;305.0;2.0;-66573.4066842083;0.2106743856633939 +4.0;305.0;2.5;-66175.38345408437;0.20459788164713671 +4.0;305.0;5.0;-64197.103477839584;0.1890451452818923 +4.0;305.0;7.5;-62196.774283037914;0.17478372266048653 +4.0;305.0;10.0;-60187.46266088184;0.16181949309651886 +4.0;305.0;12.0;-58579.635979521794;0.15821842484331308 +4.0;305.0;15.0;-56167.178354258416;0.15045147410948126 +4.0;305.0;18.0;-53760.99040252648;0.14608490597688825 +4.0;305.0;20.0;-52162.18708348988;0.14365470996131158 \ No newline at end of file diff --git a/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax5_True__fitnoise_True/best_values_305_w-tau-fixed-m-af_nmax_5.csv b/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax5_True__fitnoise_True/best_values_305_w-tau-fixed-m-af_nmax_5.csv index 7e15c6b..7e554a3 100644 --- a/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax5_True__fitnoise_True/best_values_305_w-tau-fixed-m-af_nmax_5.csv +++ b/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax5_True__fitnoise_True/best_values_305_w-tau-fixed-m-af_nmax_5.csv @@ -1,81 +1,57 @@ -,tshift,$A_0$,$A_1$,$A_2$,$A_3$,$A_4$,$A_5$,$\phi_0$,$\phi_1$,$\phi_2$,$\phi_3$,$\phi_4$,$\phi_5$,mass,spin,noise -max val,0.0,0.965567467047187,3.8024823330238346,7.66833295868922,9.260839508750962,6.18399261534679,1.7281298060111059,1.3978573179329177,5.481688515328212,2.7404637956541773,5.998024693325964,2.8339816187074125,5.881030821011874,0.9511464048339033,0.6902204557531219,-8.555277245331293 -max val ml,0.0,0.965897935827198,3.799508035103842,7.6059843901406,9.081536007942415,5.985771714135012,1.6519630221744377,1.3978744504820098,5.478340812439183,2.7326196910938148,5.98728339462739,2.821365208261837,5.865855603954597,0.9510866555859039,0.6901434863360283,-9.570091179724063 -lower bound,0.0,0.9634082905158307,3.76520929676625,7.487209695397545,8.883505570569097,5.822550972157562,1.5987178469497536,1.395473016463134,5.473732836536457,2.720909166265845,5.963342646291222,2.7846214758229624,5.818237539977013,0.9508745166325141,0.6898620115483927,-9.19165063832276 -higher bound,0.0,0.9677572852925926,3.8358302613925335,7.83872749614755,9.633245354155703,6.548556466090501,1.8608000857441551,1.400213695474903,5.490392788668978,2.762757710118789,6.0385483914556355,2.8928418060372088,5.956263487713246,0.9514162416837522,0.6905718214016794,-7.959172405477393 -max val,0.0,0.9681554728895968,3.5278639178133098,5.014230796788945,2.476207699240023,3.2656743630628684,1.9842458425123748,1.3834631566222577,5.378212632068224,2.4670706734071666,4.992789950211678,0.23113132082807572,3.0753821184641086,0.9511066003274051,0.6897204825382506,-5.375736492944824 -max val ml,0.0,0.9690334113929205,3.5488636850991213,5.163283850865868,2.6752934680243436,2.8201274562622265,1.7913271077599424,1.3835338411185156,5.380994097533739,2.4809803643756103,5.1423702408376695,0.2926708031881456,3.0908977923173255,0.9509775213546403,0.6895233584510015,-5.443806147686395 -lower bound,0.0,0.9660528728313071,3.5010361584314658,4.8833712015382496,2.0099521346921985,3.1040960155968556,1.889031281761781,1.3811016477953637,5.371185335671966,2.450372608261186,4.933130558711617,0.06326639953253087,2.965620254477903,0.9508578511839199,0.6893685504253272,-5.462372692123424 -higher bound,0.0,0.9701953697911274,3.5483225514842203,5.095642935162472,2.630322775130037,3.4723365514408497,2.1078118586957464,1.3857476134804179,5.385338618903666,2.4873853273833,5.0524270184089755,0.28423025572538296,3.1156310792793063,0.9513726224825465,0.6900783728490579,-5.288772793815781 -max val,0.2,0.9535665510759157,3.690187111676281,7.962170745868138,10.942907364825597,8.386739587735583,2.6527779018205524,1.3992941169984898,5.550174123788754,2.927408375915166,0.000720353497040567,3.185145897027517,6.281622130340074,0.952478436554923,0.691975517893748,-7.816973895841976 -max val ml,0.2,0.9538243246432456,3.7043870435174644,8.028972683700324,11.080530803490598,8.523996666734671,2.70357063503486,1.4003948052172959,5.551662259790653,2.927428132478282,0.00011757666401622358,3.1850634169537764,6.283169148176086,0.9524178174108133,0.6919474118703898,-7.768165644334136 -lower bound,0.2,0.9518364819092016,3.6648153734882576,7.815993114135285,10.613019084813734,8.043808170725383,2.5155292871941697,1.3969477241062382,5.5446415681376795,2.9235757999481398,8.667615016860507e-05,3.182915445876508,6.27782171750289,0.9522445157468455,0.6916765616089005,-9.122569946002216 -higher bound,0.2,0.9553766840074518,3.7197321244259394,8.137598934721685,11.378222040897718,8.881928922484107,2.8583831825358885,1.401560163094829,5.555248562967172,2.931327507426683,0.00258669797798376,3.1869157096798473,6.282995321052243,0.952711866867934,0.6922825198205231,-7.170350758631567 -max val,0.4,0.9664733492669519,3.610217602115574,5.871655702044882,4.064331925836395,0.03297721573319117,0.9355062806917072,1.3893894383888044,5.429538382900889,2.6455755970885173,5.880915317144521,5.991165045093539,2.6968218648950297,0.9511681123912221,0.6899747311053469,-6.142871681293386 -max val ml,0.4,0.9665609448944662,3.603659852341947,5.857466453567722,4.070124974789512,0.005133158361883644,0.9136674320448327,1.3887292590526952,5.429809530294126,2.6489661779514226,5.8882006583184054,5.9067059516605935,2.7045986713966337,0.9511586138078907,0.6899195621145394,-6.2220437791017815 -lower bound,0.4,0.9644443481212746,3.5845810327859593,5.772387941259464,3.9398958292447777,0.004098109561984081,0.8871032910796204,1.3870066332407178,5.422449733694873,2.6312875172028276,5.857571843525692,5.820047804968743,2.6560967600262746,0.9509083657865314,0.6896304446008626,-6.32942641199897 -higher bound,0.4,0.9685604847617475,3.636926380987558,5.970202435398059,4.182665501340674,0.10890315207172266,0.9900858231709494,1.3917487309175678,5.436589952401185,2.6598510205348878,5.903548769787267,6.266475665881229,2.735195081156956,0.951420987681747,0.6903207341996375,-5.982951084342446 -max val,0.8,0.961385455205906,3.4595126564362935,5.287328120538991,4.665102685505046,5.750232423497981,3.125823824533945,1.388302073935654,5.463581890614902,2.8850495504389118,0.6423049261087573,4.65251366418743,1.7372045731875676,0.9517366236506506,0.6906711614716431,-6.167357705093821 -max val ml,0.8,0.9623779816777678,3.470960081550356,5.3443125056304055,4.607364903366923,5.248207182747276,2.8384333792838405,1.3876459515132733,5.458626404825744,2.863836806961306,0.5553274578256822,4.602679541169119,1.7146101881758988,0.9515723026689089,0.6904337685559178,-6.383530171466742 -lower bound,0.8,0.9593673538121288,3.4381781196771923,5.20786826392791,4.54500717250626,5.389671332249219,2.9005845078983663,1.3862245507833038,5.457231884089617,2.8700894889545765,0.5999358436524185,4.597705456221343,1.6622783086413395,0.9514785671837855,0.6903339126411068,-6.38605363763423 -higher bound,0.8,0.9634633162618571,3.4804098353899153,5.361668501221911,5.314023782615333,6.568799938847232,3.480076966974587,1.390325108665808,5.471949010018539,2.924211039604785,0.7140306504623937,4.693301586980604,1.7751353517997888,0.9519918224117903,0.6910109961335685,-5.975285807307852 -max val,1.2,0.9578516461649909,3.7183163547593887,8.088644850504515,11.76457974611114,9.983550156844709,3.5781471128147064,1.39837058841059,5.536579216929324,2.9155745215571116,0.0016856765963817193,3.1872095641475044,6.279045717187078,0.951994056053884,0.6913319210425002,-8.771522817228128 -max val ml,1.2,0.9573030303768255,3.7509128734975166,8.33817974473764,12.39208310906272,10.690702597808503,3.8757744898202953,1.3998843182346608,5.543230091244633,2.9199867529475756,0.00045750113555599874,3.1848566646139638,6.282686142960721,0.9520570310421188,0.6914815497451846,-9.565038448933713 -lower bound,1.2,0.9560065506533311,3.691817442332947,7.912649680403175,11.28048736224043,9.361711829972581,3.2747876805124614,1.3960705006082406,5.530168282402716,2.909795965560193,0.00020422346314941738,3.1825918005869407,6.269819621195963,0.951760506943254,0.6910170590680164,-11.308456038339816 -higher bound,1.2,0.9596934702929223,3.741163391085555,8.232359373963991,12.119655679872174,10.447101252224664,3.8195441656847793,1.400648016272836,5.542819030425154,2.9216818694936446,0.00575393647627178,3.1913896609575465,6.282662699380032,0.9522352669831762,0.6916579603437663,-7.635108515229426 -max val,0.0,0.9522115582375072,3.669819409450404,7.827547489762715,10.505222051902509,7.80400397830896,2.3867866602088723,1.3990997760882546,5.550898285413301,2.9276617767785247,0.0005502904244732735,3.1859987803173553,6.281951608567143,0.9526478904487132,0.6921902689165975,-7.080951855507131 -max val ml,0.0,0.9524098401749929,3.669923487754841,7.825497993617771,10.502187713918689,7.802887444387305,2.385740513553001,1.3986757170960105,5.550309923031927,2.92683746570699,7.555559145627361e-05,3.1861166700429098,6.282938242657058,0.9526265293079135,0.692173924499313,-7.183406671425271 -lower bound,0.0,0.9504214971103114,3.6422110774310763,7.667943764634425,10.156342760002685,7.447249883543577,2.24705424094664,1.3967159107261726,5.545328709529273,2.9238469405167176,6.603728374801185e-05,3.1840197007948725,6.278977640671014,0.9524081704003107,0.6918745126781937,-7.460402992753139 -higher bound,0.0,0.9540684949642577,3.6999981651583385,8.000308838937965,10.909052118563446,8.233157830548299,2.554025193061617,1.4014979789311885,5.556207499990505,2.9312718674204805,0.0018928531891482016,3.187702519054532,6.283042156396204,0.9528915434473981,0.692501497886129,-6.805363113094089 -max val,0.2,0.9653812290175201,3.833255846616455,7.951221626241093,10.041593597858492,7.068628548487982,2.0887287070024776,1.3990164491779018,5.489335954442884,2.7498890281075203,6.001827863429384,2.8285937236727756,5.869936731448429,0.9511488944878332,0.6902588073878452,-9.025152444621583 -max val ml,0.2,0.9656923405359882,3.844601631906276,8.022107861441057,10.21172825788763,7.2504193178142815,2.1611187260562144,1.3994260918400814,5.489629147177235,2.746955815775879,5.992680942131981,2.8129063673085453,5.849486915519188,0.9511355300289366,0.6902180040254244,-10.97678892734529 -lower bound,0.2,0.9631128779699939,3.7973175497299847,7.764862971982291,9.614026541618648,6.625674073494759,1.919140033420573,1.396707053272316,5.480356493046539,2.7255246765916996,5.955864213261028,2.760520122618699,5.782072429365257,0.9508734874423376,0.6899076839061475,-10.666527917129304 -higher bound,0.2,0.9675446920557174,3.870273057734063,8.146429248792186,10.484685458168299,7.526210957145278,2.2636424205834977,1.4014861193285089,5.498313940755982,2.7734893743601905,6.0444117830683055,2.890888770054369,5.950676703688886,0.951427403486425,0.6906248475207574,-8.113001154121143 -max val,0.4,0.9669831777133577,3.661687423420538,6.267279302437371,5.200567474648185,1.51052574496935,0.5208054513525209,1.3907671412524372,5.4323022679268576,2.6298644699301037,5.784800044520415,2.1993078942530344,3.5106072288282384,0.9510779249927597,0.6899141021216059,-6.419274853194608 -max val ml,0.4,0.9673901953321821,3.661320381542319,6.262544666049205,5.232267099469402,1.5873345415320181,0.47979171096498,1.3906799842712678,5.430389706172283,2.626737833386513,5.781566754630071,2.2242310144709947,3.588048234497565,0.9510445002305215,0.6898970360667429,-6.623509108683912 -lower bound,0.4,0.9648440426130402,3.636204810746884,6.173781142203161,5.0436600067186035,1.3449047252183997,0.4727306901566544,1.3885291127924726,5.4256904462800035,2.6153310098961313,5.755276817653368,2.113859226131444,3.366660639731427,0.9507953070684312,0.689540651271737,-6.609656232495517 -higher bound,0.4,0.9692231094541115,3.6866270787550115,6.360449989428247,5.340282304823133,1.623780944027444,0.5878631236808745,1.3929750608445055,5.4392407852940785,2.6454629492393993,5.816070355259153,2.269488385959572,3.5749451888509105,0.951341347272703,0.690263803201746,-6.221522242845346 -max val,0.8,0.9651357372187126,3.8644604539816845,8.269414515993502,11.026395968925087,8.329822935172231,2.6639202524027947,1.4002190582404608,5.4967696746233266,2.7584931447957284,6.000196541659828,2.810010303350745,5.838982522709976,0.9511640288325388,0.6903194386946525,-8.651355539406076 -max val ml,0.8,0.965130999465923,3.9000110064246654,8.549968252313844,11.747349866894524,9.130679120137447,2.999880376427433,1.4013912655830443,5.501442894458327,2.7562471242430044,5.980403744998631,2.7703370272145142,5.7831686909005064,0.9511648753377979,0.6903858526594626,-8.922651296943663 -lower bound,0.8,0.9627909367846339,3.8204039505304976,8.000807656894738,10.308385761214945,7.465748156502798,2.2833719280745353,1.3977534873698694,5.485795114781329,2.7274344401983237,5.93690906357917,2.7091429221879,5.700859987301578,0.9508872788129767,0.6899400144418476,-10.541115227140097 -higher bound,0.8,0.967445955672092,3.911804211992567,8.596022907828642,11.942224512952974,9.43251137519458,3.1500840421809375,1.4026139698171851,5.508528347484824,2.7919024143409428,6.066690129960363,2.9144830957912777,5.9822171477859785,0.951445781058899,0.6906855949534464,-7.730337549867947 -max val,1.2,0.9611293124539195,3.7712746775152772,8.148301842661962,11.69572044124905,9.971243574419947,3.641798419941747,1.3997866124526084,5.5270776383912334,2.8942890712427687,0.008429278588399982,3.2634740549192456,0.15806932835380658,0.9516062331719262,0.6908705986904392,-8.756030272920697 -max val ml,1.2,0.9610667675635038,3.773591736998778,8.15855525703099,11.679106471733576,9.897369955607015,3.5842620760304422,1.4002117578360376,5.527082956464651,2.8914804153449274,0.0006305128562616454,3.2473130082606367,0.1353655239467341,0.9515790643365147,0.6908684135077549,-9.614613279411316 -lower bound,1.2,0.9590249654006487,3.7370745970135517,7.81431319329137,10.62757196337155,8.631000444374532,3.033489884618959,1.397363060521839,5.515661325402178,2.8763403862267554,0.0009906285297282937,3.222146795270405,0.07648750114826218,0.9513516950296974,0.6905250310398403,-11.33994020162098 -higher bound,1.2,0.963199835572909,3.8071578241518105,8.544911197096647,12.97249715156799,11.608424140333808,4.393471659142198,1.4021942977930941,5.5401188185431804,2.91522482629412,0.03045848864985992,3.3190578141661238,0.26329059868474664,0.9518665818135312,0.6912275954811355,-7.6249440906844015 -max val,2.0,0.9621725538818022,3.8271398694250394,8.77822743340796,14.49347320533517,15.086699154236205,6.825180706737212,1.4010246695393362,5.534853258782269,2.919505877365671,0.05206090738599638,3.2995446000479443,0.17840164696656666,0.9514709767764897,0.6907364735841902,-8.213749086802661 -max val ml,2.0,0.9632027720928416,3.838084925313561,8.636878387521806,13.58386923714153,13.36735014353013,5.763534682287795,1.401275981812615,5.526855314103449,2.8887132651621403,0.004288230661853361,3.2539018027800863,0.14392413599657838,0.9513961425796631,0.6906638690546157,-8.618220572213637 -lower bound,2.0,0.9600043877470026,3.78043790547225,8.440095453639081,13.564374199464847,13.857811948963874,6.161452816108644,1.398771040735868,5.526319953217685,2.8973392162104306,0.007344752259390726,3.2196524815425165,0.060208175374312015,0.9512168987703431,0.6904077344322629,-9.626798564410095 -higher bound,2.0,0.9642224407144186,3.860434925373789,9.024106190623364,15.469446668235404,16.709089245208954,7.765636173686899,1.4031507158382903,5.544588239583735,2.95815246233186,0.14991288513430742,3.454429924069949,0.3702773319778704,0.9517484752750436,0.6910923828281159,-7.377419677647481 -max val,2.5,0.9672148947272373,3.9015190560355655,7.9380452251037,8.476111852234453,5.673553350551122,4.165928249013524,1.4003995865804095,5.470067736787827,2.6144041722238676,5.51915114860165,1.3612308211247313,3.58109091501579,0.9509382034741194,0.6900305925339648,-7.587420569584964 -max val ml,2.5,0.9676305888263759,3.9135269673331443,8.049722988358855,8.856276424627087,5.122431513393389,3.2553878210089904,1.4005087271776202,5.47252173336789,2.6289574015151707,5.5961467689875555,1.5819372374879874,3.6376839296229377,0.950873635434107,0.6899324309723153,-7.822633975829735 -lower bound,2.5,0.9649679114968863,3.861101211803246,7.649238218014295,7.652474957790549,4.217115304923777,2.9826382824902202,1.398048228389031,5.4600126810207685,2.5822881975890644,5.434844943649989,1.0991692979856602,3.3868051817909137,0.9506851830196965,0.6897057755242384,-8.188073785348774 -higher bound,2.5,0.9693093988341064,3.9432850690405887,8.187986794157203,9.436952405250958,7.4129481179332455,4.985120062187494,1.4026588787435361,5.481150090711979,2.6522997630049963,5.644175919630009,1.6127590995493049,3.8401327936989014,0.9512004830284433,0.6903716385808473,-7.06811912719661 -max val,5.0,0.9645284529171692,3.7547907476653504,6.877540662039975,5.45139873362065,1.8265706107384792,9.336007872438195,1.3986494155947473,5.492260194390466,2.8147298069467137,0.0759870942332512,0.2365088295564335,3.982353479616832,0.9512326195434226,0.6903604612822066,-7.655571556669493 -max val ml,5.0,0.9642838731547083,3.7968972054656867,7.446845208073358,7.404608876345887,0.43876358561240764,8.188548872852461,1.4002554571529193,5.504028120592498,2.8340450850597563,0.024354305132712577,0.13574206694416913,3.7257943783463348,0.9512667247803932,0.6904017302321458,-8.302352566332196 -lower bound,5.0,0.9623771716844957,3.70099972427106,6.261322285504388,3.1532819446704794,0.26231944852990047,6.590046087111057,1.3961306072243596,5.47323958931382,2.752524866473672,0.009432991595216298,0.030966354033123953,3.6181129469179703,0.9509860709761977,0.6900274773116255,-8.584938247179185 -higher bound,5.0,0.9667794910485539,3.7940348822218626,7.346491998786357,7.111204579465776,6.614737220363046,13.817042213731703,1.400970333434857,5.506967268472834,2.8610940943814414,0.2261467072344022,0.8977525813131718,4.475788827622255,0.9515059113274569,0.6906975271055028,-7.008910377318756 -max val,7.5,0.9663904269132595,3.8432102027496637,6.2846183544949845,7.023867792328697,31.151372602632154,24.831592871100526,1.400877381030836,5.471819473386723,2.664871710360196,2.2208225416758376,5.28205852269897,2.6759241757866654,0.9510179195966124,0.6901467296119638,-6.952161475241692 -max val ml,7.5,0.9656568889226759,3.7252618343847232,4.223596185422333,17.696979616243038,49.24811823971106,27.22309772300114,1.39937504031491,5.465742594151705,2.7757977650045893,2.2215686992000068,5.3853241281353785,3.5578318350090448,0.9511250198830821,0.6902296721977136,-7.562288349624531 -lower bound,7.5,0.9638349155961576,3.7412947760912605,4.521336742788921,1.8552013560722798,18.024663748839686,4.980526069542839,1.3982868653451095,5.450804972139367,2.4640680771129615,1.1476647869888807,4.552289829555996,0.3352652699736271,0.9507424744517381,0.689780152815746,-7.450083594625582 -higher bound,7.5,0.9687492808319981,3.928728209889188,7.202643984281455,15.504540822693343,44.939291259268224,41.78429305447734,1.4035618082174877,5.4946152601094305,2.8217410666177205,3.541020591148221,5.998419505721308,5.042680652977737,0.9513332485184682,0.6905590432311419,-6.541195875368171 -max val,10.0,0.9669092546545235,3.7760368425518758,5.13773106460415,7.8950330501722,18.47628233177896,22.218114640084547,1.3994994537635888,5.455136093074855,2.644838014116561,2.1031721434065265,2.3200687442478634,2.9832432579764245,0.9509799898289795,0.6900589547502592,-8.43400290275531 -max val ml,10.0,0.9670092919137555,3.724757719332257,3.3724593945132355,21.695286658511268,38.398970827567716,47.74745996011356,1.3993860614464098,5.448862746213449,2.7438313109589934,2.1447248464241078,5.120340696995964,4.887201681254098,0.9509761840685507,0.6900607186101065,-9.08622500932156 -lower bound,10.0,0.9639802654761482,3.620494595829876,2.764066445091391,1.5411028341224002,2.6052759041227205,3.7949573130540752,1.3965385186253763,5.42256859166684,2.2249111520312557,0.792163981475503,0.4366008797044746,0.4186241130861581,0.9506458879800215,0.6896243973148316,-10.472858460656795 -higher bound,10.0,0.9697980471369888,3.90661103651551,6.786980663119617,23.011492225914317,44.41607052218121,46.46461635650939,1.4026153749496932,5.485144448969004,3.1506834986714476,4.571354933851449,5.572116572351134,5.480307708203045,0.9513205169265301,0.690508811307208,-7.215295765281278 -max val,12.0,0.9669572441213308,3.723173701429644,3.467006906474089,20.352369726563936,29.116624427101996,28.375288109347075,1.3992107803728868,5.444296070183334,2.661169736972808,2.135155153055276,2.3854586978411514,3.389243323558583,0.9509693955997587,0.6900345942215262,-13.368700000542905 -max val ml,12.0,0.9668709932793016,3.604748981095644,2.33236580603831,28.1176768115366,46.981342765637244,10.641450431589096,1.3981432249303334,5.446901051510946,3.6714388036225936,1.8003076389014365,1.4821122903990371,3.3136140173037845,0.9510034252644648,0.6900175895628011,-13.067122894825232 -lower bound,12.0,0.964248770288427,3.581992781177932,1.2916890016251856,3.809236528405657,4.230331804171658,4.084022981076061,1.395991055867155,5.41025954810183,1.9226792291263977,0.9940637528575673,0.49597222018764653,0.6183846316711877,0.9506428770327642,0.6896189230022749,-23.44290865917051 -higher bound,12.0,0.9696352596186376,3.874359365642909,6.30649469772963,28.793663302859223,47.32668236879642,46.69071378970871,1.4022288321353342,5.479860078743256,3.421112425771636,3.6052724460873358,5.684738189449102,5.862663220091762,0.9512986137541253,0.6904667434177827,-8.011928819537836 -max val,15.0,0.9672812071867208,3.581138272714454,2.072352074512332,14.754896209475211,25.865148026626915,24.094691434152033,1.3976879911619993,5.416996144414241,3.3669444961549715,2.8071480433772007,3.0051708649231887,3.1668132488126544,0.9509613201031337,0.6899759384822326,-18.55892548099158 -max val ml,15.0,0.9673876899553102,3.5344953966702284,2.6647044008334673,29.61712584717554,20.65622827734562,10.185883792809184,1.3973390979719535,5.419326717696644,4.472988986294484,1.2876064054067624,2.5260925216001118,4.582946861814261,0.9509404363952951,0.6899407374863353,-15.925899924192874 -lower bound,15.0,0.9642744032146515,3.4108006323120543,0.3099133666914903,1.8291791870357745,4.074661526021569,3.7223463389929274,1.3943965753833687,5.375486369925045,0.845618358455713,0.526351395825506,0.4258135288666034,0.46448762060923054,0.9506088093611746,0.6895279991527734,-28.283042684284695 -higher bound,15.0,0.9702590873396089,3.76194142823973,5.140925843683962,27.79303720882173,46.635706655439,46.672563216290186,1.4009142417541944,5.469655911824867,5.593114705472721,5.847441559227218,5.84630709055127,5.813811778870199,0.9513118163088226,0.6904383564191983,-8.78014091722757 -max val,18.0,0.9669475363318498,3.3040179048960807,10.661038892111032,15.014961559950672,24.930154713554415,24.562519191947157,1.3961151634529083,5.390831173317079,5.112826464536202,3.5957015384899487,2.7969629561237754,3.1723100297076154,0.9510048166441093,0.6899923646533934,-18.09781841598033 -max val ml,18.0,0.9664966146595879,3.174578084954094,13.426723573161908,21.733016262424343,38.2830359346118,43.843806495696654,1.395186649546353,5.387418646154342,5.113411450078327,1.000430348115337,2.515623599589077,0.5982313305636519,0.9510745059420385,0.6900626639976141,-17.15864907037769 -lower bound,18.0,0.9636341716851897,2.9250182949344454,1.9567004002903112,2.1801081235773307,3.2548467287692575,3.2205948698766846,1.3924219660003399,5.290368022067577,1.32596037142013,0.4046223894134451,0.36464203604131534,0.4742238163804491,0.950596030969711,0.6894562834972239,-28.097566450193384 -higher bound,18.0,0.970547952004757,3.644076611715133,21.240018347475086,27.878144468801672,47.30497609310878,46.6816870716091,1.3998122976880696,5.47844260396878,5.9474022658714905,5.9182498316670955,5.824839146796236,5.879256928616104,0.9513928691110645,0.6904860980140073,-8.452672249712926 -max val,20.0,0.9671682630757692,3.19119080908532,18.21731591067532,14.87677905355076,22.013079518146835,25.6481057392561,1.3957128431752053,5.377736861224643,5.104541778760078,3.391772892170641,3.15093425188521,3.226024227181319,0.9509829522846887,0.689946566537562,-18.07452436797285 -max val ml,20.0,0.9676937928844711,2.9517701872374107,27.431841951121786,17.692930436036242,36.13768851941169,12.80699879988591,1.394414595450676,5.330074839471376,5.219916243729156,1.529623449659051,1.6119411862907982,5.488912312429135,0.9509363672783173,0.689812535306976,-18.585150678976774 -lower bound,20.0,0.9635952511571284,2.854095946212247,3.3205989365749446,2.021940490824358,2.802219812477865,3.595505322007747,1.3921280830928813,5.259748998490218,1.5583821268984828,0.4926265612342893,0.4612545631727229,0.43236802418610176,0.9505889783201373,0.6894338090878056,-28.182860921418623 -higher bound,20.0,0.9706082577345998,3.603123861073637,28.29035092152126,28.01640231755178,46.02695512084523,47.03101057460953,1.39959613010866,5.494177476838651,5.953944291355516,5.89179647821956,5.913692050737977,5.8544315220206045,0.9513905487599839,0.6904740145400032,-8.431554605084276 +;tshift;$A_0$;$A_1$;$A_2$;$A_3$;$A_4$;$A_5$;$\phi_0$;$\phi_1$;$\phi_2$;$\phi_3$;$\phi_4$;$\phi_5$;mass;spin;noise +max val;0.0;0.9522115582375072;3.669819409450404;7.827547489762715;10.505222051902509;7.80400397830896;2.3867866602088723;1.3990997760882546;5.550898285413301;2.9276617767785247;0.0005502904244732735;3.1859987803173553;6.281951608567143;0.9526478904487132;0.6921902689165975;-7.080951855507131 +max val ml;0.0;0.9524098401749929;3.669923487754841;7.825497993617771;10.502187713918689;7.802887444387305;2.385740513553001;1.3986757170960105;5.550309923031927;2.92683746570699;7.555559145627361e-05;3.1861166700429098;6.282938242657058;0.9526265293079135;0.692173924499313;-7.183406671425271 +lower bound;0.0;0.9504214971103114;3.6422110774310763;7.667943764634425;10.156342760002685;7.447249883543577;2.24705424094664;1.3967159107261726;5.545328709529273;2.9238469405167176;6.603728374801185e-05;3.1840197007948725;6.278977640671014;0.9524081704003107;0.6918745126781937;-7.460402992753139 +higher bound;0.0;0.9540684949642577;3.6999981651583385;8.000308838937965;10.909052118563446;8.233157830548299;2.554025193061617;1.4014979789311885;5.556207499990505;2.9312718674204805;0.0018928531891482016;3.187702519054532;6.283042156396204;0.9528915434473981;0.692501497886129;-6.805363113094089 +max val;0.2;0.9653812290175201;3.833255846616455;7.951221626241093;10.041593597858492;7.068628548487982;2.0887287070024776;1.3990164491779018;5.489335954442884;2.7498890281075203;6.001827863429384;2.8285937236727756;5.869936731448429;0.9511488944878332;0.6902588073878452;-9.025152444621583 +max val ml;0.2;0.9656923405359882;3.844601631906276;8.022107861441057;10.21172825788763;7.2504193178142815;2.1611187260562144;1.3994260918400814;5.489629147177235;2.746955815775879;5.992680942131981;2.8129063673085453;5.849486915519188;0.9511355300289366;0.6902180040254244;-10.97678892734529 +lower bound;0.2;0.9631128779699939;3.7973175497299847;7.764862971982291;9.614026541618648;6.625674073494759;1.919140033420573;1.396707053272316;5.480356493046539;2.7255246765916996;5.955864213261028;2.760520122618699;5.782072429365257;0.9508734874423376;0.6899076839061475;-10.666527917129304 +higher bound;0.2;0.9675446920557174;3.870273057734063;8.146429248792186;10.484685458168299;7.526210957145278;2.2636424205834977;1.4014861193285089;5.498313940755982;2.7734893743601905;6.0444117830683055;2.890888770054369;5.950676703688886;0.951427403486425;0.6906248475207574;-8.113001154121143 +max val;0.4;0.9669831777133577;3.661687423420538;6.267279302437371;5.200567474648185;1.51052574496935;0.5208054513525209;1.3907671412524372;5.4323022679268576;2.6298644699301037;5.784800044520415;2.1993078942530344;3.5106072288282384;0.9510779249927597;0.6899141021216059;-6.419274853194608 +max val ml;0.4;0.9673901953321821;3.661320381542319;6.262544666049205;5.232267099469402;1.5873345415320181;0.47979171096498;1.3906799842712678;5.430389706172283;2.626737833386513;5.781566754630071;2.2242310144709947;3.588048234497565;0.9510445002305215;0.6898970360667429;-6.623509108683912 +lower bound;0.4;0.9648440426130402;3.636204810746884;6.173781142203161;5.0436600067186035;1.3449047252183997;0.4727306901566544;1.3885291127924726;5.4256904462800035;2.6153310098961313;5.755276817653368;2.113859226131444;3.366660639731427;0.9507953070684312;0.689540651271737;-6.609656232495517 +higher bound;0.4;0.9692231094541115;3.6866270787550115;6.360449989428247;5.340282304823133;1.623780944027444;0.5878631236808745;1.3929750608445055;5.4392407852940785;2.6454629492393993;5.816070355259153;2.269488385959572;3.5749451888509105;0.951341347272703;0.690263803201746;-6.221522242845346 +max val;0.8;0.9651357372187126;3.8644604539816845;8.269414515993502;11.026395968925087;8.329822935172231;2.6639202524027947;1.4002190582404608;5.4967696746233266;2.7584931447957284;6.000196541659828;2.810010303350745;5.838982522709976;0.9511640288325388;0.6903194386946525;-8.651355539406076 +max val ml;0.8;0.965130999465923;3.9000110064246654;8.549968252313844;11.747349866894524;9.130679120137447;2.999880376427433;1.4013912655830443;5.501442894458327;2.7562471242430044;5.980403744998631;2.7703370272145142;5.7831686909005064;0.9511648753377979;0.6903858526594626;-8.922651296943663 +lower bound;0.8;0.9627909367846339;3.8204039505304976;8.000807656894738;10.308385761214945;7.465748156502798;2.2833719280745353;1.3977534873698694;5.485795114781329;2.7274344401983237;5.93690906357917;2.7091429221879;5.700859987301578;0.9508872788129767;0.6899400144418476;-10.541115227140097 +higher bound;0.8;0.967445955672092;3.911804211992567;8.596022907828642;11.942224512952974;9.43251137519458;3.1500840421809375;1.4026139698171851;5.508528347484824;2.7919024143409428;6.066690129960363;2.9144830957912777;5.9822171477859785;0.951445781058899;0.6906855949534464;-7.730337549867947 +max val;1.2;0.9611293124539195;3.7712746775152772;8.148301842661962;11.69572044124905;9.971243574419947;3.641798419941747;1.3997866124526084;5.5270776383912334;2.8942890712427687;0.008429278588399982;3.2634740549192456;0.15806932835380658;0.9516062331719262;0.6908705986904392;-8.756030272920697 +max val ml;1.2;0.9610667675635038;3.773591736998778;8.15855525703099;11.679106471733576;9.897369955607015;3.5842620760304422;1.4002117578360376;5.527082956464651;2.8914804153449274;0.0006305128562616454;3.2473130082606367;0.1353655239467341;0.9515790643365147;0.6908684135077549;-9.614613279411316 +lower bound;1.2;0.9590249654006487;3.7370745970135517;7.81431319329137;10.62757196337155;8.631000444374532;3.033489884618959;1.397363060521839;5.515661325402178;2.8763403862267554;0.0009906285297282937;3.222146795270405;0.07648750114826218;0.9513516950296974;0.6905250310398403;-11.33994020162098 +higher bound;1.2;0.963199835572909;3.8071578241518105;8.544911197096647;12.97249715156799;11.608424140333808;4.393471659142198;1.4021942977930941;5.5401188185431804;2.91522482629412;0.03045848864985992;3.3190578141661238;0.26329059868474664;0.9518665818135312;0.6912275954811355;-7.6249440906844015 +max val;2.0;0.9621725538818022;3.8271398694250394;8.77822743340796;14.49347320533517;15.086699154236205;6.825180706737212;1.4010246695393362;5.534853258782269;2.919505877365671;0.05206090738599638;3.2995446000479443;0.17840164696656666;0.9514709767764897;0.6907364735841902;-8.213749086802661 +max val ml;2.0;0.9632027720928416;3.838084925313561;8.636878387521806;13.58386923714153;13.36735014353013;5.763534682287795;1.401275981812615;5.526855314103449;2.8887132651621403;0.004288230661853361;3.2539018027800863;0.14392413599657838;0.9513961425796631;0.6906638690546157;-8.618220572213637 +lower bound;2.0;0.9600043877470026;3.78043790547225;8.440095453639081;13.564374199464847;13.857811948963874;6.161452816108644;1.398771040735868;5.526319953217685;2.8973392162104306;0.007344752259390726;3.2196524815425165;0.060208175374312015;0.9512168987703431;0.6904077344322629;-9.626798564410095 +higher bound;2.0;0.9642224407144186;3.860434925373789;9.024106190623364;15.469446668235404;16.709089245208954;7.765636173686899;1.4031507158382903;5.544588239583735;2.95815246233186;0.14991288513430742;3.454429924069949;0.3702773319778704;0.9517484752750436;0.6910923828281159;-7.377419677647481 +max val;2.5;0.9672148947272373;3.9015190560355655;7.9380452251037;8.476111852234453;5.673553350551122;4.165928249013524;1.4003995865804095;5.470067736787827;2.6144041722238676;5.51915114860165;1.3612308211247313;3.58109091501579;0.9509382034741194;0.6900305925339648;-7.587420569584964 +max val ml;2.5;0.9676305888263759;3.9135269673331443;8.049722988358855;8.856276424627087;5.122431513393389;3.2553878210089904;1.4005087271776202;5.47252173336789;2.6289574015151707;5.5961467689875555;1.5819372374879874;3.6376839296229377;0.950873635434107;0.6899324309723153;-7.822633975829735 +lower bound;2.5;0.9649679114968863;3.861101211803246;7.649238218014295;7.652474957790549;4.217115304923777;2.9826382824902202;1.398048228389031;5.4600126810207685;2.5822881975890644;5.434844943649989;1.0991692979856602;3.3868051817909137;0.9506851830196965;0.6897057755242384;-8.188073785348774 +higher bound;2.5;0.9693093988341064;3.9432850690405887;8.187986794157203;9.436952405250958;7.4129481179332455;4.985120062187494;1.4026588787435361;5.481150090711979;2.6522997630049963;5.644175919630009;1.6127590995493049;3.8401327936989014;0.9512004830284433;0.6903716385808473;-7.06811912719661 +max val;5.0;0.9645284529171692;3.7547907476653504;6.877540662039975;5.45139873362065;1.8265706107384792;9.336007872438195;1.3986494155947473;5.492260194390466;2.8147298069467137;0.0759870942332512;0.2365088295564335;3.982353479616832;0.9512326195434226;0.6903604612822066;-7.655571556669493 +max val ml;5.0;0.9642838731547083;3.7968972054656867;7.446845208073358;7.404608876345887;0.43876358561240764;8.188548872852461;1.4002554571529193;5.504028120592498;2.8340450850597563;0.024354305132712577;0.13574206694416913;3.7257943783463348;0.9512667247803932;0.6904017302321458;-8.302352566332196 +lower bound;5.0;0.9623771716844957;3.70099972427106;6.261322285504388;3.1532819446704794;0.26231944852990047;6.590046087111057;1.3961306072243596;5.47323958931382;2.752524866473672;0.009432991595216298;0.030966354033123953;3.6181129469179703;0.9509860709761977;0.6900274773116255;-8.584938247179185 +higher bound;5.0;0.9667794910485539;3.7940348822218626;7.346491998786357;7.111204579465776;6.614737220363046;13.817042213731703;1.400970333434857;5.506967268472834;2.8610940943814414;0.2261467072344022;0.8977525813131718;4.475788827622255;0.9515059113274569;0.6906975271055028;-7.008910377318756 +max val;7.5;0.9663904269132595;3.8432102027496637;6.2846183544949845;7.023867792328697;31.151372602632154;24.831592871100526;1.400877381030836;5.471819473386723;2.664871710360196;2.2208225416758376;5.28205852269897;2.6759241757866654;0.9510179195966124;0.6901467296119638;-6.952161475241692 +max val ml;7.5;0.9656568889226759;3.7252618343847232;4.223596185422333;17.696979616243038;49.24811823971106;27.22309772300114;1.39937504031491;5.465742594151705;2.7757977650045893;2.2215686992000068;5.3853241281353785;3.5578318350090448;0.9511250198830821;0.6902296721977136;-7.562288349624531 +lower bound;7.5;0.9638349155961576;3.7412947760912605;4.521336742788921;1.8552013560722798;18.024663748839686;4.980526069542839;1.3982868653451095;5.450804972139367;2.4640680771129615;1.1476647869888807;4.552289829555996;0.3352652699736271;0.9507424744517381;0.689780152815746;-7.450083594625582 +higher bound;7.5;0.9687492808319981;3.928728209889188;7.202643984281455;15.504540822693343;44.939291259268224;41.78429305447734;1.4035618082174877;5.4946152601094305;2.8217410666177205;3.541020591148221;5.998419505721308;5.042680652977737;0.9513332485184682;0.6905590432311419;-6.541195875368171 +max val;10.0;0.9669092546545235;3.7760368425518758;5.13773106460415;7.8950330501722;18.47628233177896;22.218114640084547;1.3994994537635888;5.455136093074855;2.644838014116561;2.1031721434065265;2.3200687442478634;2.9832432579764245;0.9509799898289795;0.6900589547502592;-8.43400290275531 +max val ml;10.0;0.9670092919137555;3.724757719332257;3.3724593945132355;21.695286658511268;38.398970827567716;47.74745996011356;1.3993860614464098;5.448862746213449;2.7438313109589934;2.1447248464241078;5.120340696995964;4.887201681254098;0.9509761840685507;0.6900607186101065;-9.08622500932156 +lower bound;10.0;0.9639802654761482;3.620494595829876;2.764066445091391;1.5411028341224002;2.6052759041227205;3.7949573130540752;1.3965385186253763;5.42256859166684;2.2249111520312557;0.792163981475503;0.4366008797044746;0.4186241130861581;0.9506458879800215;0.6896243973148316;-10.472858460656795 +higher bound;10.0;0.9697980471369888;3.90661103651551;6.786980663119617;23.011492225914317;44.41607052218121;46.46461635650939;1.4026153749496932;5.485144448969004;3.1506834986714476;4.571354933851449;5.572116572351134;5.480307708203045;0.9513205169265301;0.690508811307208;-7.215295765281278 +max val;12.0;0.9669572441213308;3.723173701429644;3.467006906474089;20.352369726563936;29.116624427101996;28.375288109347075;1.3992107803728868;5.444296070183334;2.661169736972808;2.135155153055276;2.3854586978411514;3.389243323558583;0.9509693955997587;0.6900345942215262;-13.368700000542905 +max val ml;12.0;0.9668709932793016;3.604748981095644;2.33236580603831;28.1176768115366;46.981342765637244;10.641450431589096;1.3981432249303334;5.446901051510946;3.6714388036225936;1.8003076389014365;1.4821122903990371;3.3136140173037845;0.9510034252644648;0.6900175895628011;-13.067122894825232 +lower bound;12.0;0.964248770288427;3.581992781177932;1.2916890016251856;3.809236528405657;4.230331804171658;4.084022981076061;1.395991055867155;5.41025954810183;1.9226792291263977;0.9940637528575673;0.49597222018764653;0.6183846316711877;0.9506428770327642;0.6896189230022749;-23.44290865917051 +higher bound;12.0;0.9696352596186376;3.874359365642909;6.30649469772963;28.793663302859223;47.32668236879642;46.69071378970871;1.4022288321353342;5.479860078743256;3.421112425771636;3.6052724460873358;5.684738189449102;5.862663220091762;0.9512986137541253;0.6904667434177827;-8.011928819537836 +max val;15.0;0.9672812071867208;3.581138272714454;2.072352074512332;14.754896209475211;25.865148026626915;24.094691434152033;1.3976879911619993;5.416996144414241;3.3669444961549715;2.8071480433772007;3.0051708649231887;3.1668132488126544;0.9509613201031337;0.6899759384822326;-18.55892548099158 +max val ml;15.0;0.9673876899553102;3.5344953966702284;2.6647044008334673;29.61712584717554;20.65622827734562;10.185883792809184;1.3973390979719535;5.419326717696644;4.472988986294484;1.2876064054067624;2.5260925216001118;4.582946861814261;0.9509404363952951;0.6899407374863353;-15.925899924192874 +lower bound;15.0;0.9642744032146515;3.4108006323120543;0.3099133666914903;1.8291791870357745;4.074661526021569;3.7223463389929274;1.3943965753833687;5.375486369925045;0.845618358455713;0.526351395825506;0.4258135288666034;0.46448762060923054;0.9506088093611746;0.6895279991527734;-28.283042684284695 +higher bound;15.0;0.9702590873396089;3.76194142823973;5.140925843683962;27.79303720882173;46.635706655439;46.672563216290186;1.4009142417541944;5.469655911824867;5.593114705472721;5.847441559227218;5.84630709055127;5.813811778870199;0.9513118163088226;0.6904383564191983;-8.78014091722757 +max val;18.0;0.9669475363318498;3.3040179048960807;10.661038892111032;15.014961559950672;24.930154713554415;24.562519191947157;1.3961151634529083;5.390831173317079;5.112826464536202;3.5957015384899487;2.7969629561237754;3.1723100297076154;0.9510048166441093;0.6899923646533934;-18.09781841598033 +max val ml;18.0;0.9664966146595879;3.174578084954094;13.426723573161908;21.733016262424343;38.2830359346118;43.843806495696654;1.395186649546353;5.387418646154342;5.113411450078327;1.000430348115337;2.515623599589077;0.5982313305636519;0.9510745059420385;0.6900626639976141;-17.15864907037769 +lower bound;18.0;0.9636341716851897;2.9250182949344454;1.9567004002903112;2.1801081235773307;3.2548467287692575;3.2205948698766846;1.3924219660003399;5.290368022067577;1.32596037142013;0.4046223894134451;0.36464203604131534;0.4742238163804491;0.950596030969711;0.6894562834972239;-28.097566450193384 +higher bound;18.0;0.970547952004757;3.644076611715133;21.240018347475086;27.878144468801672;47.30497609310878;46.6816870716091;1.3998122976880696;5.47844260396878;5.9474022658714905;5.9182498316670955;5.824839146796236;5.879256928616104;0.9513928691110645;0.6904860980140073;-8.452672249712926 +max val;20.0;0.9671682630757692;3.19119080908532;18.21731591067532;14.87677905355076;22.013079518146835;25.6481057392561;1.3957128431752053;5.377736861224643;5.104541778760078;3.391772892170641;3.15093425188521;3.226024227181319;0.9509829522846887;0.689946566537562;-18.07452436797285 +max val ml;20.0;0.9676937928844711;2.9517701872374107;27.431841951121786;17.692930436036242;36.13768851941169;12.80699879988591;1.394414595450676;5.330074839471376;5.219916243729156;1.529623449659051;1.6119411862907982;5.488912312429135;0.9509363672783173;0.689812535306976;-18.585150678976774 +lower bound;20.0;0.9635952511571284;2.854095946212247;3.3205989365749446;2.021940490824358;2.802219812477865;3.595505322007747;1.3921280830928813;5.259748998490218;1.5583821268984828;0.4926265612342893;0.4612545631727229;0.43236802418610176;0.9505889783201373;0.6894338090878056;-28.182860921418623 +higher bound;20.0;0.9706082577345998;3.603123861073637;28.29035092152126;28.01640231755178;46.02695512084523;47.03101057460953;1.39959613010866;5.494177476838651;5.953944291355516;5.89179647821956;5.913692050737977;5.8544315220206045;0.9513905487599839;0.6904740145400032;-8.431554605084276 \ No newline at end of file diff --git a/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax5_True__fitnoise_True/summary305_w-tau-fixed-m-af_nmax_5.csv b/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax5_True__fitnoise_True/summary305_w-tau-fixed-m-af_nmax_5.csv index 304d0cd..d8b826d 100644 --- a/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax5_True__fitnoise_True/summary305_w-tau-fixed-m-af_nmax_5.csv +++ b/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax5_True__fitnoise_True/summary305_w-tau-fixed-m-af_nmax_5.csv @@ -1,21 +1,15 @@ -n,id,t_shift,dlogz,dlogz_err -5,305,0.0,-68219.622554278,0.18307913152063385 -5.0,305.0,0.0,-68606.05658852593,0.2570134111077716 -5.0,305.0,0.2,-68101.45724517702,0.29935215397142106 -5.0,305.0,0.4,-67990.83918809133,0.24120523412906839 -5.0,305.0,0.8,-67702.99520321726,0.2591657843821378 -5.0,305.0,1.2,-67281.88237178976,0.2823897217259188 -5.0,305.0,0.0,-68361.42006574145,0.3009398380873094 -5.0,305.0,0.2,-67974.95918806852,0.24487546653929565 -5.0,305.0,0.4,-67953.51221477041,0.23959784233687234 -5.0,305.0,0.8,-67519.22516228489,0.2439934625999457 -5.0,305.0,1.2,-67234.97965359657,0.2508940370031159 -5.0,305.0,2.0,-66606.14452580195,0.2425487511845662 -5.0,305.0,2.5,-66196.10225225391,0.22364402275387987 -5.0,305.0,5.0,-64212.79584363592,0.2008925063962971 -5.0,305.0,7.5,-62201.65431288869,0.17960184342290383 -5.0,305.0,10.0,-60189.22812575585,0.1646347333089093 -5.0,305.0,12.0,-58580.251787160945,0.15903433614353152 -5.0,305.0,15.0,-56167.179993345766,0.15046281220955435 -5.0,305.0,18.0,-53760.973571798735,0.14607855570460945 -5.0,305.0,20.0,-52162.56217352194,0.1441048778780942 +n;id;t_shift;dlogz;dlogz_err +5.0;305.0;0.0;-68361.42006574145;0.3009398380873094 +5.0;305.0;0.2;-67974.95918806852;0.24487546653929565 +5.0;305.0;0.4;-67953.51221477041;0.23959784233687234 +5.0;305.0;0.8;-67519.22516228489;0.2439934625999457 +5.0;305.0;1.2;-67234.97965359657;0.2508940370031159 +5.0;305.0;2.0;-66606.14452580195;0.2425487511845662 +5.0;305.0;2.5;-66196.10225225391;0.22364402275387987 +5.0;305.0;5.0;-64212.79584363592;0.2008925063962971 +5.0;305.0;7.5;-62201.65431288869;0.17960184342290383 +5.0;305.0;10.0;-60189.22812575585;0.1646347333089093 +5.0;305.0;12.0;-58580.251787160945;0.15903433614353152 +5.0;305.0;15.0;-56167.179993345766;0.15046281220955435 +5.0;305.0;18.0;-53760.973571798735;0.14607855570460945 +5.0;305.0;20.0;-52162.56217352194;0.1441048778780942 \ No newline at end of file diff --git a/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax7_True__fitnoise_True/best_values_305_w-tau-fixed-m-af_nmax_7.csv b/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax7_True__fitnoise_True/best_values_305_w-tau-fixed-m-af_nmax_7.csv index b070f17..3409425 100644 --- a/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax7_True__fitnoise_True/best_values_305_w-tau-fixed-m-af_nmax_7.csv +++ b/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax7_True__fitnoise_True/best_values_305_w-tau-fixed-m-af_nmax_7.csv @@ -1,69 +1,57 @@ -,tshift,$A_0$,$A_1$,$A_2$,$A_3$,$A_4$,$A_5$,$A_6$,$A_7$,$\phi_0$,$\phi_1$,$\phi_2$,$\phi_3$,$\phi_4$,$\phi_5$,$\phi_6$,$\phi_7$,mass,spin,noise -max val,0.0,0.9683122261952412,3.7412650379530525,6.6209279707410005,5.268922629030653,0.0863852357721987,2.034652434295752,0.1107481366495082,0.6000271969389608,1.394244659705284,5.442688188615408,2.6410785895008257,5.831922540764445,5.826862546325644,2.5230336003089686,2.4774889788034518,5.428882589313702,0.9508899139155643,0.6897728980971045,-6.51094670035495 -max val ml,0.0,0.968657523492213,3.7299996787223706,6.540669393203647,5.1650938054491595,0.049625443437213194,1.953874660844334,0.003994234035906641,0.4954671958421748,1.394947854216092,5.441897871794869,2.645418128360101,5.848721386693013,5.770228197530046,2.56141195812255,2.4538945707099002,5.474414086191084,0.9508681973749392,0.6897816033963112,-7.080135546932841 -lower bound,0.0,0.9665413715285014,3.719270048052648,6.510709305921195,5.060618171547197,0.011609624928351112,1.8855200565545036,0.017555267011404474,0.5385308485136562,1.3921231803626988,5.4356738458226515,2.6273300576240985,5.8094875781213045,5.772547294587415,2.4889515163736804,2.4138612271277213,5.3806987648343005,0.9506694456979162,0.6894730765698891,-6.762966359059149 -higher bound,0.0,0.9701290853745905,3.7663280949440496,6.73817712683322,5.453633357988285,0.2867691631574011,2.1790372924176267,0.2725951138083183,0.6788870833969459,1.3963615765809454,5.449070582984914,2.6534466870438216,5.851517955736946,5.977419562903634,2.5562765403141516,2.551937761449739,5.478549409620393,0.9511093051870909,0.6900733008739077,-6.332297140043185 -max val,0.0,0.9615895118978228,3.4625681291899806,5.160876840295867,3.3937061114437204,0.18554096789090388,8.634271365546937,11.429340950185265,4.385528428743443,1.3883943450549652,5.4558799708664765,2.8291350410184366,0.375149325399662,1.3044304884492468,4.719170727096267,1.6698770897725679,4.847226198775263,0.9517243301156242,0.6906622065118576,-5.975367384326514 -max val ml,0.0,0.9632924573356724,3.4786216333946824,5.207478987046508,3.3893600447779657,0.29056605261009405,8.316527416077973,10.913275857127685,4.179840380157791,1.3874637279361615,5.449574969103772,2.8078301408223116,0.30489219822838143,1.2732754454979005,4.665706162333174,1.621039159049014,4.7990068793902125,0.951505187948094,0.6903127407254116,-6.13233840283533 -lower bound,0.0,0.959711187024632,3.4436998672089096,5.0816413864743515,3.184092705617856,0.033212914093052485,8.33077299958516,11.011473115887059,4.197037859670732,1.386404878522532,5.447886494881129,2.8045349988641424,0.3329366560544287,1.2217656440828906,4.676169766078125,1.6279108058511707,4.80397358463258,0.9515078669564825,0.6903817131937976,-6.095476086294308 -higher bound,0.0,0.9632818399227367,3.482027619225211,5.233041410130029,3.5699502760661725,0.4909117484271379,9.25606688438008,12.09881759668959,4.646587006647278,1.390467093304216,5.464331094482708,2.8511906223112944,0.4136537973411295,1.388085572312144,4.760774672659519,1.7080389911938778,4.887459786007861,0.9519547298072104,0.6909717952258919,-5.855912725759708 -max val,0.2,0.9606448875852786,4.076733799284657,11.338880005521407,22.355270336437236,27.312140371669315,24.76702576734931,20.56887300340845,7.513695346408414,1.4096664921538076,5.587308311197911,2.9540529016086317,0.04963332706930999,3.4996843935947815,1.0166049826638663,4.716370725732292,1.7983936500462234,0.9515857377651453,0.6911601199831434,-6.187139621922579 -max val ml,0.2,0.9599377800746876,4.0734368300361625,11.285797738496143,22.008168325907473,26.588181690540967,24.155367049539546,19.912933147694854,7.171999777350055,1.4091252770250517,5.585967375939931,2.9495388045427364,0.04387306498805906,3.4968919906732703,1.0142950162432458,4.700547918967083,1.7750557209959292,0.9516705384907276,0.6912411952882077,-6.465910009551994 -lower bound,0.2,0.9587042085870392,4.038990156597243,11.187744676457285,22.02488094102668,26.782867212379426,24.15696875548992,19.856192271046737,7.243953552556574,1.4072967613371714,5.579217363172777,2.932612784784488,0.016028782944596507,3.453836736472116,0.9605915520040611,4.65933451102789,1.7397166859415638,0.9513410454366393,0.6908319377207909,-6.343887556401828 -higher bound,0.2,0.9625684399265243,4.109088930587636,11.482600489992521,22.68708100555063,27.985058353524636,25.772726557522894,21.417219319783044,7.81759825941767,1.4119277825062084,5.596145849672142,2.980225294840531,0.09024442508884042,3.5444310023518026,1.0640711263143712,4.77519544432507,1.8679879092442735,0.9518323925226493,0.6914646256205391,-6.033525875998276 -max val,0.0,0.9692550294615111,3.7993966603113885,6.951472873002437,6.053497902569598,1.0633207980377106,1.7780583417882827,0.0799974551833986,0.5648821287326123,1.396307629011366,5.444095439270402,2.6227343628816815,5.746830430173976,1.7828898512331022,2.7990635978268483,2.1564648579795263,5.510631853793843,0.9507691273485792,0.6896858552951012,-6.658324788555344 -max val ml,0.0,0.9684507507255623,3.7681181360622933,6.820335825702104,5.832429196493005,0.9035573467146297,1.7623225090983814,0.05673641000472918,0.5265369317555448,1.3948467365971418,5.444894681774078,2.6365300278417996,5.7833126984655525,1.796632732364448,2.821363907346424,2.203795615896875,5.595338192177562,0.9508548420379976,0.6897721415529361,-7.0253286773123556 -lower bound,0.0,0.9673104636255712,3.7757540589041265,6.872793905772796,5.934650997571362,0.9365889340572265,1.6930525080821222,0.01431599082120422,0.5248798139769851,1.3943394818851556,5.435502332066884,2.6035079775303944,5.712953156877271,1.737559142656543,2.75077184177635,2.1013519196070667,5.460088813355791,0.9505018146166127,0.6893251141234235,-6.8582140744738105 -higher bound,0.0,0.9715936095645177,3.8212966860739366,7.0277564172757,6.162592275875448,1.1939733508464694,1.8542088079528782,0.17708285953533098,0.6141449041914934,1.3983638222312471,5.450487432291972,2.6385700873558573,5.777970847968443,1.8177397776947022,2.830740414585051,2.2002931291295056,5.560317287708142,0.9509979495276133,0.6899904296217823,-6.466938197155866 -max val,0.2,0.9537822849692466,3.517068077979392,6.249989651636011,4.721964062380147,2.955257788992265,7.150070586337433,3.1608017450774613,0.01636921381639704,1.3930802760676242,5.515680531661768,2.890035475214464,0.002076232420812346,0.010914949142414903,3.204626754901811,0.04611826134397879,0.8259952212418501,0.9525501438468524,0.6918662377133339,-6.17220435038351 -max val ml,0.2,0.9539830839344681,3.5176210394048795,6.2834430429732,4.973294412870952,2.2589447210106917,6.376985335623034,2.863327442993488,0.011948642888541026,1.391940380393935,5.513682061922939,2.8874602256544177,0.0003210565705450473,0.0012972074866768213,3.2089250015981463,0.05413824302746975,0.848222766959906,0.9525516513207231,0.6918138435192924,-6.3454219129873515 -lower bound,0.2,0.9519847333328546,3.494956746865566,6.112506434572332,4.371117585795753,2.458931733035678,6.683506100176909,2.958773502057935,0.0020950764277868524,1.3908833219142704,5.508910754503601,2.881422525139422,0.00025018547094434916,0.0012581996233269404,3.1875677836979026,0.018583436937066964,0.714780555371696,0.9523083359277584,0.6915529606211072,-6.353007993898572 -higher bound,0.2,0.9556647001293221,3.54088040100656,6.406411072514049,5.092759852327603,3.5195495394767193,7.751659792431959,3.4072996483196136,0.05034007569883962,1.395320495359163,5.522802665158362,2.8986406485960914,0.006565537507383817,0.04447555212405215,3.2273729296406026,0.07640774893086076,0.9609488611319528,0.9527846781103997,0.6921788856098243,-5.9961546141577635 -max val,0.4,0.9725858469296995,3.928121210309444,7.254030866835761,9.850976555287351,14.638700715688191,9.62981218282567,16.239636379553417,8.46644393511994,1.3973739990478178,5.392552906744005,2.2546254874416958,4.432074615257297,0.3055607569083515,2.018220774457781,3.804329599965203,0.3315668406682215,0.9504584184560647,0.6893208936873365,-5.756609774944309 -max val ml,0.4,0.9702263365100723,3.9086967113660753,7.2712242899101724,9.592587518082745,13.633678474462307,8.3705061896077,14.027749606535734,7.399432106798071,1.396064719635879,5.396473444468987,2.2777996038842225,4.513797477540874,0.384328712449945,2.132739638345813,3.844772890253211,0.36181528359175286,0.9507498593507091,0.6896036881514489,-5.947645011077839 -lower bound,0.4,0.9706891680548497,3.896500171309352,7.069794818942043,9.618407290969833,14.244706912999632,8.65845962036595,15.021426804469309,8.008897142807173,1.3950406727534612,5.382503230314738,2.2244552751237294,4.354495693615453,0.250369908309811,1.9673613665118428,3.743492589476585,0.2745315997558823,0.9501945880024851,0.6889573508245006,-5.888542420768978 -higher bound,0.4,0.9746674582935446,3.95961450978282,7.433624328541942,10.063783904620973,15.193213919916765,10.008665412545852,16.775040409438287,8.819393429073754,1.39958652671725,5.402352988444484,2.278571158406744,4.482226651017096,0.3432443324954868,2.112249107637319,3.8619101431822624,0.3857137186214024,0.9506944691269406,0.6896306904442514,-5.630904130831592 -max val,0.8,0.9669416519341522,3.802915764449983,7.70003667153735,10.898712083792917,17.278385916234868,27.214793841719615,24.353854270484792,8.732295695156312,1.3972930633275522,5.472730217019346,2.6932756270425,5.763576200697341,2.172981152365741,5.029636162342195,1.8087825433932772,4.953284964642432,0.9509871701231543,0.6899964392250482,-6.896370867127899 -max val ml,0.8,0.9669327008836832,3.821195378485152,7.827348152956763,11.34070206881468,18.017219010483778,27.585214484904245,23.967819341080922,8.368074579041542,1.3981142336145067,5.47359003472642,2.6900707878192454,5.751807754874715,2.1535328337493964,4.992082104659657,1.7525480332083263,4.887118998305988,0.950999468780968,0.690069951744376,-7.817037726158851 -lower bound,0.8,0.9647913899241001,3.7744516001086303,7.5615266012861575,10.532134560570045,16.627975876189023,26.527198654701873,23.717720999144685,8.383991287008833,1.3951301502936608,5.465874570838722,2.673682891162654,5.721937284039525,2.1212096240945297,4.97792982849206,1.7454571408149728,4.87913301796086,0.9507605705950175,0.6897083969384247,-7.258199717550244 -higher bound,0.8,0.9687501432993417,3.8299513875764353,7.838946109181874,11.239351665997482,17.749920341626467,27.687672228228926,24.961627385707665,9.105387817333657,1.3994895277365738,5.478963401962594,2.709706330366796,5.798852686086873,2.2239524077098474,5.088614530921002,1.875822527382966,5.025125727112301,0.9512560610445338,0.6903407515295577,-6.634863432685243 -max val,1.2,0.9685058554549486,3.788569569692263,6.702630585555519,5.86581203700691,9.108344640876192,5.322548117464347,5.338649672591749,4.611384364513362,1.394791593629841,5.429884046793489,2.487150977554759,4.920020735872132,0.49240428504806627,3.1510236526203435,3.233862621584032,6.187992788215386,0.9508917941588131,0.6897799412353158,-7.027703522986599 -max val ml,1.2,0.9691378312069425,3.821263227916341,6.874037236874202,5.976362685878236,9.338119955747587,5.801204960454301,5.633332889859598,5.040556922459452,1.3964665017241322,5.4349605042048825,2.4976409528520476,4.943976812259695,0.4561249265180489,3.083474977408564,3.214297572561285,6.143160402122901,0.9508296219003218,0.6897215904135299,-7.9478047864825925 -lower bound,1.2,0.9666193919914031,3.7665172674165825,6.608055814267241,5.693087137772408,8.673159390166342,4.893965385710536,4.738141796390548,4.193375252812027,1.3927161763164495,5.4225710273736345,2.468880403261732,4.867039797456123,0.45698168639787673,3.088047821581984,3.1824186642263856,6.132616060735002,0.9506660826804156,0.6894809994693021,-7.386261250089101 -higher bound,1.2,0.9703141265304216,3.810204414503195,6.815390790031713,6.377107084399,9.687474802137352,5.8044552559866,5.928865974349689,5.076803423478247,1.3968090342462844,5.437299728262315,2.505341421071922,4.963222287370597,0.6113605554076393,3.2903736763939255,3.282085470155601,6.249530763879046,0.9511208340456511,0.6900925923835883,-6.694657854835459 -max val,2.0,0.9661260059583316,3.585541950495608,5.020559106253738,0.09885975369137229,5.49854770127703,6.395017063228085,7.14524023369819,0.38830128074122994,1.3917542941701715,5.4307261083194955,2.6331482393569163,3.0734374410660354,6.182712433162645,4.39547148371997,1.7656190351649723,3.2376419324999124,0.9511509172802646,0.6900402315355529,-6.1470034215356115 -max val ml,2.0,0.9648968919466553,3.5613170218265977,4.9787411113696125,0.00812903077043977,5.411984745895251,5.72795992225352,6.3221528462859915,0.40354780697262105,1.3900398494143904,5.431035171476923,2.6393513814586376,2.9520911858963634,6.157083059082407,4.303699521532955,1.7320724778615748,3.221745797055015,0.951284572563172,0.6901400210447729,-6.693594091669649 -lower bound,2.0,0.9641522336861856,3.560927215898531,4.9375285704417,0.01549174564874177,5.104410088864126,5.569321435781345,6.574048331828783,0.06587195769216313,1.3896929558488489,5.423994813026637,2.6157567184032153,2.928031396826163,6.106434165280026,4.303492875462552,1.668586315750963,2.9056277208682735,0.9509058634181267,0.6897136530433566,-6.428685999852188 -higher bound,2.0,0.9681367008330042,3.6115762584474513,5.109077583626034,0.23888671626785524,5.83201140664455,6.846864549060018,7.642527508157398,0.9681820547123922,1.3939582501666274,5.437883882978737,2.6491582870035586,3.2266545334630305,6.230860559255468,4.517856717124769,1.8673286228972699,3.4211948107744554,0.9513981272530598,0.6903724809539172,-5.921945959040052 -max val,2.5,0.9657854775068505,3.660673318436883,5.485258403769812,0.3758786333086357,10.289098710215665,10.02537756138982,7.841975637176544,8.55673346023682,1.394925265489171,5.444284741889904,2.6327211519654115,3.531094652604719,5.879907959224546,2.6719105432121357,5.341452490920541,1.9979401822421805,0.9511752757359343,0.6901742468301018,-6.355411015499492 -max val ml,2.5,0.9646086208989559,3.6609408926912663,5.620078385437856,0.250396318795421,11.937905878808724,13.146348875169272,7.988608344411087,6.631511092676619,1.3945462724340723,5.451133532810542,2.6569832404461677,3.665176101239547,5.888791854719635,2.6510902501945988,5.270529133103005,1.8086185636737906,0.951267624885447,0.690268668924126,-7.067521099672852 -lower bound,2.5,0.9638171492150569,3.6342706156071856,5.371645789791323,0.06569059340803002,9.640059658560801,8.945981665135267,6.85117532553224,7.427324456310776,1.3927082208561943,5.435457051056416,2.6027761029661187,3.4214471860135656,5.815771743339537,2.577904057054952,5.224655565956036,1.8916683788573678,0.9509276560991344,0.6898308677045337,-6.649325256301605 -higher bound,2.5,0.9677439843959483,3.689835481649986,5.603755456127877,0.8048798063121638,10.997614322311527,11.261786850459636,8.975320790392574,9.358031946685058,1.397225232905322,5.452393706153817,2.6572300468425607,3.632936799898325,5.9452687923901895,2.7826573693307117,5.436696661643599,2.109714856525276,0.9514339995577528,0.6905317576945063,-6.127411884554547 -max val,5.0,0.9658444811569924,3.7626805109290045,5.973556253660393,2.794696695364349,15.449409787401521,27.722304155297056,18.105901107846158,30.76594094445475,1.3979891252712922,5.460234370934073,2.663989475863376,1.1980589078054653,4.542236116792801,0.4793021243225768,3.7533223215689566,2.288545676606076,0.9511589259652498,0.6902352220769882,-5.824728260961027 -max val ml,5.0,0.9664881539838535,3.7634444488203163,5.958885418263621,3.853515220359935,18.442991930838254,29.368520607723337,23.421555026219682,32.581457157404415,1.3979020830566034,5.456462317490589,2.6671664846547767,1.1527167632946116,4.42245575824444,0.4449020926023505,3.541683551701421,1.3958782312816693,0.9510842596751903,0.6901509373266856,-6.229918123960196 -lower bound,5.0,0.9636102867172942,3.7140158469696263,5.648140096267948,1.6909730093186077,12.183031501584388,20.48909680655608,11.172209606172254,24.48176315760511,1.3956524400962995,5.449853842937729,2.6162647418978295,0.962505969379841,4.29946496371317,0.18335572676282033,3.2189132005485925,1.7598320040883273,0.9509113385128845,0.6899128209597113,-6.007985445530537 -higher bound,5.0,0.967906458527078,3.8117516221209016,6.275476991610232,3.976383217956837,18.402234727380407,32.0569657407503,21.945734475839068,34.84173073546445,1.4002728821001604,5.470177814712858,2.7158131972151143,1.5381750723069052,4.860924538115945,0.8759646885550991,4.240125438948342,2.914533310870617,0.9514484230463183,0.6906059474838361,-5.6727483137867765 -max val,7.5,0.9661090188010963,3.8064322417268115,6.264619289977451,3.027621487403715,4.352564194214657,33.59327410654234,41.4073270208333,18.497693793366494,1.3994764350273259,5.468622588159789,2.6931939969944985,0.7303221201315335,2.6793709321230383,4.79562717350967,5.496230280216209,1.4363454033225895,0.9510851508474254,0.6902002112081725,-6.191138449875794 -max val ml,7.5,0.9661264795599889,3.8143996369503586,6.2868359588798075,3.95919519294532,0.19873242074999053,35.054466930319435,42.31444083699496,15.933000336190005,1.3999666501738335,5.4758116648220465,2.7318125384561482,1.046449568518377,2.2603760572623632,4.786938899700025,4.533402534175387,1.430564837425598,0.9511127736791203,0.6902096164624,-6.671287602900637 -lower bound,7.5,0.9637100816798889,3.738148657541879,5.715613702579347,0.8475834275919704,0.6316552817224201,8.261166609973738,25.67233149123081,4.621359135179263,1.397085804266216,5.451883771001433,2.6037969137080887,0.1338146980824705,0.3641564093477265,3.943816409689049,4.071899110791546,0.29973619688737824,0.9507756556362745,0.6897766311664865,-6.413215366839097 -higher bound,7.5,0.9686765292684791,3.8689548367379376,6.7780287697626465,6.383073559395317,13.395108660154909,46.386394802107226,48.75489479308144,38.52886635982132,1.402145107028062,5.484972852985382,2.7935421336705355,1.424485998495903,4.145367999339329,5.495392343631061,6.16515797566903,3.095966548012815,0.9513652255368217,0.6905618191444758,-5.962165381958901 -max val,10.0,0.9668551796982391,3.7411433556539024,4.435844871490279,13.900316803888733,26.90801941695642,22.09402865665809,23.3966225680445,29.228548209683176,1.399304066699848,5.449202773579203,2.6212775609740446,2.1508467365615123,3.732362692402654,3.137124903698518,3.4172938412807525,2.156545262026344,0.9509854770198607,0.6900612164966247,-7.113826773005634 -max val ml,10.0,0.9669234752909277,3.7665446365528203,4.358329895808797,10.339156290174175,19.154070761796532,47.22540618527869,24.300054545189926,47.307047889516724,1.3989042087671129,5.446314343350339,2.4908434336949217,2.743777277361904,1.044044563723515,5.03678504203232,3.403781766964168,5.166872748182897,0.950991415965031,0.6900530160755098,-8.205067560851784 -lower bound,10.0,0.9634658726288243,3.597824365686755,2.5286136414683833,2.7915231647279444,3.698286133501797,3.5080740694813066,4.650440382854719,5.43409058362221,1.396449097036382,5.412680381211995,2.104959555104163,1.3263728615607373,0.5176548414570573,0.7158869653936325,0.46664791913376813,0.3534660356403349,0.9506527829538898,0.6896328008827168,-8.20931059153908 -higher bound,10.0,0.9696503906020806,3.915011321163227,6.6045375997224856,25.486339985930854,45.4766527278841,44.78342370154244,44.85720316432619,47.02415702722627,1.402175545663186,5.4895393728033515,3.328810053012906,4.034085264701688,5.5960653046264,5.685059041397921,5.536891834755451,5.03271274897912,0.9513840615567977,0.6905790229229393,-6.579809736098916 -max val,12.0,0.9670830549808999,3.723139709198424,3.4704330836859967,19.896231221913798,27.21526142916048,26.785705310959678,21.80278408629175,27.301090471125416,1.3989632789750908,5.441739661813328,2.5806981664967417,2.2793872490980585,2.33719492971743,2.864810610937174,3.35625212183561,2.846292010365096,0.9509675105846818,0.6900361753909663,-10.067114539068939 -max val ml,12.0,0.967582229871959,3.669805723962034,1.132404693561955,26.617377824008443,45.650340182245074,8.995100286102295,12.290094048961661,42.463667239770736,1.3983186815870738,5.420912852532031,2.247868638890902,2.233606107816752,2.007172658689314,5.200920396761392,5.485571130390723,2.0923326655453454,0.9509207022324877,0.6899268507804576,-11.960084372270678 -lower bound,12.0,0.9640461807017999,3.5969191415606154,1.2545822555362498,2.9051230118027167,3.525555973772218,3.5180440727955204,2.9456745837636102,3.523504919526485,1.396027869707231,5.407654744136085,1.8813811182480031,1.2746570875384657,0.390794040336247,0.4276681157534299,0.5123587142461387,0.3836890346846735,0.9506460057416374,0.6896090854249322,-14.596770550098963 -higher bound,12.0,0.9698048578287797,3.8748940495736157,6.214956773829829,28.821470787156127,46.9557923967011,47.04405894490212,45.193897428645094,47.03183402341941,1.4020067582282807,5.481061018131162,3.2803884638822236,3.9711943058243797,5.731975313186123,5.817776885253392,5.8871811799556895,5.735261847718367,0.9513166712676779,0.6904884048227866,-7.438508835913986 -max val,15.0,0.9670476355717292,3.587243961009437,2.080462837935502,14.505146531062145,23.324712498306557,23.924017077711174,24.688684842772233,24.11039133904719,1.3978408737842536,5.422180405996381,3.3462662303386894,2.591438687643673,2.9443573820601125,3.2615957681588106,3.1772694599071056,3.2699739647933104,0.950974025051931,0.6899994584355646,-18.23846261796903 -max val ml,15.0,0.967301466657118,3.5697689370207457,1.3893502087013252,27.150241695521103,7.68187961433905,13.38270207058021,27.094267446149356,43.747486580230024,1.3977304846591103,5.421230214318931,4.454036312599357,1.7898992545638552,3.9718483158974798,2.416405165000416,0.8512922822788891,4.100958100732466,0.9509402720185438,0.6899607751758556,-24.786179369042866 -lower bound,15.0,0.9640170283434714,3.410650319739726,0.3395038671969597,2.0106531430043626,3.0123338130169186,3.2114572726591106,3.535325677033158,3.0744325562196426,1.394717745838506,5.380083341040193,1.099418480927006,0.535303189787829,0.4450009687677533,0.4015944013646251,0.42645767727962036,0.4973371487573276,0.9506180951255747,0.6895402568959286,-28.24049810185671 -higher bound,15.0,0.9700939690104443,3.7680091884037035,5.179415632357487,27.77493095772495,46.28463826293869,46.28273683857053,46.10936858248246,46.604640056250716,1.401080603916096,5.471316434425989,5.2973873549823605,5.653722657885524,5.8169234710133795,5.906807581691292,5.859839100201365,5.8346403236156785,0.9513378474157292,0.690470939201178,-8.672229153710074 -max val,18.0,0.9671457122481865,3.325012936053393,10.622606622354741,14.347369428487303,24.344668263019276,24.985473451477517,23.03633990171096,23.820429190748335,1.3962938162298275,5.387546529557478,5.136783068940835,3.179849767748583,2.872816953337543,3.2829420127470685,2.9433054648323176,2.9969865389739208,0.9509771465570787,0.6899599227405052,-18.387148685667775 -max val ml,18.0,0.9671046974214661,3.2228417815446573,12.355017454214842,8.230081355776678,36.076036451097835,27.70752106953001,13.586875126451734,19.25612944671969,1.3959159618958399,5.371256789460824,5.272353897866459,2.3218172407273827,2.9485805359256227,5.547147425308199,1.0126522531393565,2.6910856887436325,0.9509798012054174,0.6899438589634274,-28.104312579378423 -lower bound,18.0,0.9636960095019076,2.92260670469997,1.7592717473543975,2.149795964422706,3.19932563401841,3.572450946249278,2.9995445303169266,3.2531279063323177,1.3925484184543513,5.282874936453624,1.2244009575662078,0.4132114664768984,0.4233049395726787,0.44622727773455995,0.399896794753187,0.3493274692694699,0.9505945859899818,0.6894642518304417,-28.17769110391586 -higher bound,18.0,0.9704618791909219,3.6639191488267144,21.886090632488173,27.71804332503479,46.56713509572839,46.108534457113315,46.25774747626134,46.60158069325308,1.4000039524722336,5.486284626764834,5.987862579047847,5.848513846985225,5.839527401421293,5.890299564564742,5.80629399413556,5.834664450873633,0.951382953967447,0.6904839768662951,-8.559406201806897 -max val,20.0,0.9670523932594621,3.199087989906373,17.633437123166473,15.142190128324609,25.364080015592066,24.294220363349147,26.450238474877608,23.812005175002074,1.395771263426809,5.380984392675387,5.08426196617773,3.468653630739046,3.3468607957002012,3.255884388213988,3.1413846640360834,3.301723804473051,0.9509988488961665,0.6899721207990255,-17.425810077058056 -max val ml,20.0,0.9670589432780725,2.96069152350682,28.432476545780567,13.747868210310173,41.640645932094564,18.80383097591197,27.25111514180525,31.61186691610462,1.3946821594800467,5.3094996928350815,5.422252998105368,2.4742832355397457,0.23389952270885056,4.745807948213701,0.7166918781769567,2.176251497209508,0.9510094323366798,0.6899317235225764,-10.591612896208584 -lower bound,20.0,0.9635616111581586,2.8539029788790344,2.6880800367149984,2.4747567882421637,4.043494248562383,3.1193236620163622,3.6692887283325204,3.4827166309766246,1.3922386688135433,5.263521234160608,1.139342280424134,0.539064302227078,0.4934384620294859,0.4748031178110089,0.45219846743739883,0.4449104069641407,0.9505829091462892,0.6894343842705122,-28.021632837399263 -higher bound,20.0,0.9706834225271097,3.6282933595639575,28.102942822864055,27.740437168922437,46.34774080039412,46.53469246005352,46.685445115971035,46.25204829824643,1.3996088842286922,5.493623810972896,5.955140142859683,5.870825863891932,5.881732211439399,5.855998915442522,5.83173757896602,5.910416919775754,0.9514020623147719,0.690493569433095,-8.319096027086207 +;tshift;$A_0$;$A_1$;$A_2$;$A_3$;$A_4$;$A_5$;$A_6$;$A_7$;$\phi_0$;$\phi_1$;$\phi_2$;$\phi_3$;$\phi_4$;$\phi_5$;$\phi_6$;$\phi_7$;mass;spin;noise +max val;0.0;0.9692550294615111;3.7993966603113885;6.951472873002437;6.053497902569598;1.0633207980377106;1.7780583417882827;0.0799974551833986;0.5648821287326123;1.396307629011366;5.444095439270402;2.6227343628816815;5.746830430173976;1.7828898512331022;2.7990635978268483;2.1564648579795263;5.510631853793843;0.9507691273485792;0.6896858552951012;-6.658324788555344 +max val ml;0.0;0.9684507507255623;3.7681181360622933;6.820335825702104;5.832429196493005;0.9035573467146297;1.7623225090983814;0.05673641000472918;0.5265369317555448;1.3948467365971418;5.444894681774078;2.6365300278417996;5.7833126984655525;1.796632732364448;2.821363907346424;2.203795615896875;5.595338192177562;0.9508548420379976;0.6897721415529361;-7.0253286773123556 +lower bound;0.0;0.9673104636255712;3.7757540589041265;6.872793905772796;5.934650997571362;0.9365889340572265;1.6930525080821222;0.01431599082120422;0.5248798139769851;1.3943394818851556;5.435502332066884;2.6035079775303944;5.712953156877271;1.737559142656543;2.75077184177635;2.1013519196070667;5.460088813355791;0.9505018146166127;0.6893251141234235;-6.8582140744738105 +higher bound;0.0;0.9715936095645177;3.8212966860739366;7.0277564172757;6.162592275875448;1.1939733508464694;1.8542088079528782;0.17708285953533098;0.6141449041914934;1.3983638222312471;5.450487432291972;2.6385700873558573;5.777970847968443;1.8177397776947022;2.830740414585051;2.2002931291295056;5.560317287708142;0.9509979495276133;0.6899904296217823;-6.466938197155866 +max val;0.2;0.9537822849692466;3.517068077979392;6.249989651636011;4.721964062380147;2.955257788992265;7.150070586337433;3.1608017450774613;0.01636921381639704;1.3930802760676242;5.515680531661768;2.890035475214464;0.002076232420812346;0.010914949142414903;3.204626754901811;0.04611826134397879;0.8259952212418501;0.9525501438468524;0.6918662377133339;-6.17220435038351 +max val ml;0.2;0.9539830839344681;3.5176210394048795;6.2834430429732;4.973294412870952;2.2589447210106917;6.376985335623034;2.863327442993488;0.011948642888541026;1.391940380393935;5.513682061922939;2.8874602256544177;0.0003210565705450473;0.0012972074866768213;3.2089250015981463;0.05413824302746975;0.848222766959906;0.9525516513207231;0.6918138435192924;-6.3454219129873515 +lower bound;0.2;0.9519847333328546;3.494956746865566;6.112506434572332;4.371117585795753;2.458931733035678;6.683506100176909;2.958773502057935;0.0020950764277868524;1.3908833219142704;5.508910754503601;2.881422525139422;0.00025018547094434916;0.0012581996233269404;3.1875677836979026;0.018583436937066964;0.714780555371696;0.9523083359277584;0.6915529606211072;-6.353007993898572 +higher bound;0.2;0.9556647001293221;3.54088040100656;6.406411072514049;5.092759852327603;3.5195495394767193;7.751659792431959;3.4072996483196136;0.05034007569883962;1.395320495359163;5.522802665158362;2.8986406485960914;0.006565537507383817;0.04447555212405215;3.2273729296406026;0.07640774893086076;0.9609488611319528;0.9527846781103997;0.6921788856098243;-5.9961546141577635 +max val;0.4;0.9725858469296995;3.928121210309444;7.254030866835761;9.850976555287351;14.638700715688191;9.62981218282567;16.239636379553417;8.46644393511994;1.3973739990478178;5.392552906744005;2.2546254874416958;4.432074615257297;0.3055607569083515;2.018220774457781;3.804329599965203;0.3315668406682215;0.9504584184560647;0.6893208936873365;-5.756609774944309 +max val ml;0.4;0.9702263365100723;3.9086967113660753;7.2712242899101724;9.592587518082745;13.633678474462307;8.3705061896077;14.027749606535734;7.399432106798071;1.396064719635879;5.396473444468987;2.2777996038842225;4.513797477540874;0.384328712449945;2.132739638345813;3.844772890253211;0.36181528359175286;0.9507498593507091;0.6896036881514489;-5.947645011077839 +lower bound;0.4;0.9706891680548497;3.896500171309352;7.069794818942043;9.618407290969833;14.244706912999632;8.65845962036595;15.021426804469309;8.008897142807173;1.3950406727534612;5.382503230314738;2.2244552751237294;4.354495693615453;0.250369908309811;1.9673613665118428;3.743492589476585;0.2745315997558823;0.9501945880024851;0.6889573508245006;-5.888542420768978 +higher bound;0.4;0.9746674582935446;3.95961450978282;7.433624328541942;10.063783904620973;15.193213919916765;10.008665412545852;16.775040409438287;8.819393429073754;1.39958652671725;5.402352988444484;2.278571158406744;4.482226651017096;0.3432443324954868;2.112249107637319;3.8619101431822624;0.3857137186214024;0.9506944691269406;0.6896306904442514;-5.630904130831592 +max val;0.8;0.9669416519341522;3.802915764449983;7.70003667153735;10.898712083792917;17.278385916234868;27.214793841719615;24.353854270484792;8.732295695156312;1.3972930633275522;5.472730217019346;2.6932756270425;5.763576200697341;2.172981152365741;5.029636162342195;1.8087825433932772;4.953284964642432;0.9509871701231543;0.6899964392250482;-6.896370867127899 +max val ml;0.8;0.9669327008836832;3.821195378485152;7.827348152956763;11.34070206881468;18.017219010483778;27.585214484904245;23.967819341080922;8.368074579041542;1.3981142336145067;5.47359003472642;2.6900707878192454;5.751807754874715;2.1535328337493964;4.992082104659657;1.7525480332083263;4.887118998305988;0.950999468780968;0.690069951744376;-7.817037726158851 +lower bound;0.8;0.9647913899241001;3.7744516001086303;7.5615266012861575;10.532134560570045;16.627975876189023;26.527198654701873;23.717720999144685;8.383991287008833;1.3951301502936608;5.465874570838722;2.673682891162654;5.721937284039525;2.1212096240945297;4.97792982849206;1.7454571408149728;4.87913301796086;0.9507605705950175;0.6897083969384247;-7.258199717550244 +higher bound;0.8;0.9687501432993417;3.8299513875764353;7.838946109181874;11.239351665997482;17.749920341626467;27.687672228228926;24.961627385707665;9.105387817333657;1.3994895277365738;5.478963401962594;2.709706330366796;5.798852686086873;2.2239524077098474;5.088614530921002;1.875822527382966;5.025125727112301;0.9512560610445338;0.6903407515295577;-6.634863432685243 +max val;1.2;0.9685058554549486;3.788569569692263;6.702630585555519;5.86581203700691;9.108344640876192;5.322548117464347;5.338649672591749;4.611384364513362;1.394791593629841;5.429884046793489;2.487150977554759;4.920020735872132;0.49240428504806627;3.1510236526203435;3.233862621584032;6.187992788215386;0.9508917941588131;0.6897799412353158;-7.027703522986599 +max val ml;1.2;0.9691378312069425;3.821263227916341;6.874037236874202;5.976362685878236;9.338119955747587;5.801204960454301;5.633332889859598;5.040556922459452;1.3964665017241322;5.4349605042048825;2.4976409528520476;4.943976812259695;0.4561249265180489;3.083474977408564;3.214297572561285;6.143160402122901;0.9508296219003218;0.6897215904135299;-7.9478047864825925 +lower bound;1.2;0.9666193919914031;3.7665172674165825;6.608055814267241;5.693087137772408;8.673159390166342;4.893965385710536;4.738141796390548;4.193375252812027;1.3927161763164495;5.4225710273736345;2.468880403261732;4.867039797456123;0.45698168639787673;3.088047821581984;3.1824186642263856;6.132616060735002;0.9506660826804156;0.6894809994693021;-7.386261250089101 +higher bound;1.2;0.9703141265304216;3.810204414503195;6.815390790031713;6.377107084399;9.687474802137352;5.8044552559866;5.928865974349689;5.076803423478247;1.3968090342462844;5.437299728262315;2.505341421071922;4.963222287370597;0.6113605554076393;3.2903736763939255;3.282085470155601;6.249530763879046;0.9511208340456511;0.6900925923835883;-6.694657854835459 +max val;2.0;0.9661260059583316;3.585541950495608;5.020559106253738;0.09885975369137229;5.49854770127703;6.395017063228085;7.14524023369819;0.38830128074122994;1.3917542941701715;5.4307261083194955;2.6331482393569163;3.0734374410660354;6.182712433162645;4.39547148371997;1.7656190351649723;3.2376419324999124;0.9511509172802646;0.6900402315355529;-6.1470034215356115 +max val ml;2.0;0.9648968919466553;3.5613170218265977;4.9787411113696125;0.00812903077043977;5.411984745895251;5.72795992225352;6.3221528462859915;0.40354780697262105;1.3900398494143904;5.431035171476923;2.6393513814586376;2.9520911858963634;6.157083059082407;4.303699521532955;1.7320724778615748;3.221745797055015;0.951284572563172;0.6901400210447729;-6.693594091669649 +lower bound;2.0;0.9641522336861856;3.560927215898531;4.9375285704417;0.01549174564874177;5.104410088864126;5.569321435781345;6.574048331828783;0.06587195769216313;1.3896929558488489;5.423994813026637;2.6157567184032153;2.928031396826163;6.106434165280026;4.303492875462552;1.668586315750963;2.9056277208682735;0.9509058634181267;0.6897136530433566;-6.428685999852188 +higher bound;2.0;0.9681367008330042;3.6115762584474513;5.109077583626034;0.23888671626785524;5.83201140664455;6.846864549060018;7.642527508157398;0.9681820547123922;1.3939582501666274;5.437883882978737;2.6491582870035586;3.2266545334630305;6.230860559255468;4.517856717124769;1.8673286228972699;3.4211948107744554;0.9513981272530598;0.6903724809539172;-5.921945959040052 +max val;2.5;0.9657854775068505;3.660673318436883;5.485258403769812;0.3758786333086357;10.289098710215665;10.02537756138982;7.841975637176544;8.55673346023682;1.394925265489171;5.444284741889904;2.6327211519654115;3.531094652604719;5.879907959224546;2.6719105432121357;5.341452490920541;1.9979401822421805;0.9511752757359343;0.6901742468301018;-6.355411015499492 +max val ml;2.5;0.9646086208989559;3.6609408926912663;5.620078385437856;0.250396318795421;11.937905878808724;13.146348875169272;7.988608344411087;6.631511092676619;1.3945462724340723;5.451133532810542;2.6569832404461677;3.665176101239547;5.888791854719635;2.6510902501945988;5.270529133103005;1.8086185636737906;0.951267624885447;0.690268668924126;-7.067521099672852 +lower bound;2.5;0.9638171492150569;3.6342706156071856;5.371645789791323;0.06569059340803002;9.640059658560801;8.945981665135267;6.85117532553224;7.427324456310776;1.3927082208561943;5.435457051056416;2.6027761029661187;3.4214471860135656;5.815771743339537;2.577904057054952;5.224655565956036;1.8916683788573678;0.9509276560991344;0.6898308677045337;-6.649325256301605 +higher bound;2.5;0.9677439843959483;3.689835481649986;5.603755456127877;0.8048798063121638;10.997614322311527;11.261786850459636;8.975320790392574;9.358031946685058;1.397225232905322;5.452393706153817;2.6572300468425607;3.632936799898325;5.9452687923901895;2.7826573693307117;5.436696661643599;2.109714856525276;0.9514339995577528;0.6905317576945063;-6.127411884554547 +max val;5.0;0.9658444811569924;3.7626805109290045;5.973556253660393;2.794696695364349;15.449409787401521;27.722304155297056;18.105901107846158;30.76594094445475;1.3979891252712922;5.460234370934073;2.663989475863376;1.1980589078054653;4.542236116792801;0.4793021243225768;3.7533223215689566;2.288545676606076;0.9511589259652498;0.6902352220769882;-5.824728260961027 +max val ml;5.0;0.9664881539838535;3.7634444488203163;5.958885418263621;3.853515220359935;18.442991930838254;29.368520607723337;23.421555026219682;32.581457157404415;1.3979020830566034;5.456462317490589;2.6671664846547767;1.1527167632946116;4.42245575824444;0.4449020926023505;3.541683551701421;1.3958782312816693;0.9510842596751903;0.6901509373266856;-6.229918123960196 +lower bound;5.0;0.9636102867172942;3.7140158469696263;5.648140096267948;1.6909730093186077;12.183031501584388;20.48909680655608;11.172209606172254;24.48176315760511;1.3956524400962995;5.449853842937729;2.6162647418978295;0.962505969379841;4.29946496371317;0.18335572676282033;3.2189132005485925;1.7598320040883273;0.9509113385128845;0.6899128209597113;-6.007985445530537 +higher bound;5.0;0.967906458527078;3.8117516221209016;6.275476991610232;3.976383217956837;18.402234727380407;32.0569657407503;21.945734475839068;34.84173073546445;1.4002728821001604;5.470177814712858;2.7158131972151143;1.5381750723069052;4.860924538115945;0.8759646885550991;4.240125438948342;2.914533310870617;0.9514484230463183;0.6906059474838361;-5.6727483137867765 +max val;7.5;0.9661090188010963;3.8064322417268115;6.264619289977451;3.027621487403715;4.352564194214657;33.59327410654234;41.4073270208333;18.497693793366494;1.3994764350273259;5.468622588159789;2.6931939969944985;0.7303221201315335;2.6793709321230383;4.79562717350967;5.496230280216209;1.4363454033225895;0.9510851508474254;0.6902002112081725;-6.191138449875794 +max val ml;7.5;0.9661264795599889;3.8143996369503586;6.2868359588798075;3.95919519294532;0.19873242074999053;35.054466930319435;42.31444083699496;15.933000336190005;1.3999666501738335;5.4758116648220465;2.7318125384561482;1.046449568518377;2.2603760572623632;4.786938899700025;4.533402534175387;1.430564837425598;0.9511127736791203;0.6902096164624;-6.671287602900637 +lower bound;7.5;0.9637100816798889;3.738148657541879;5.715613702579347;0.8475834275919704;0.6316552817224201;8.261166609973738;25.67233149123081;4.621359135179263;1.397085804266216;5.451883771001433;2.6037969137080887;0.1338146980824705;0.3641564093477265;3.943816409689049;4.071899110791546;0.29973619688737824;0.9507756556362745;0.6897766311664865;-6.413215366839097 +higher bound;7.5;0.9686765292684791;3.8689548367379376;6.7780287697626465;6.383073559395317;13.395108660154909;46.386394802107226;48.75489479308144;38.52886635982132;1.402145107028062;5.484972852985382;2.7935421336705355;1.424485998495903;4.145367999339329;5.495392343631061;6.16515797566903;3.095966548012815;0.9513652255368217;0.6905618191444758;-5.962165381958901 +max val;10.0;0.9668551796982391;3.7411433556539024;4.435844871490279;13.900316803888733;26.90801941695642;22.09402865665809;23.3966225680445;29.228548209683176;1.399304066699848;5.449202773579203;2.6212775609740446;2.1508467365615123;3.732362692402654;3.137124903698518;3.4172938412807525;2.156545262026344;0.9509854770198607;0.6900612164966247;-7.113826773005634 +max val ml;10.0;0.9669234752909277;3.7665446365528203;4.358329895808797;10.339156290174175;19.154070761796532;47.22540618527869;24.300054545189926;47.307047889516724;1.3989042087671129;5.446314343350339;2.4908434336949217;2.743777277361904;1.044044563723515;5.03678504203232;3.403781766964168;5.166872748182897;0.950991415965031;0.6900530160755098;-8.205067560851784 +lower bound;10.0;0.9634658726288243;3.597824365686755;2.5286136414683833;2.7915231647279444;3.698286133501797;3.5080740694813066;4.650440382854719;5.43409058362221;1.396449097036382;5.412680381211995;2.104959555104163;1.3263728615607373;0.5176548414570573;0.7158869653936325;0.46664791913376813;0.3534660356403349;0.9506527829538898;0.6896328008827168;-8.20931059153908 +higher bound;10.0;0.9696503906020806;3.915011321163227;6.6045375997224856;25.486339985930854;45.4766527278841;44.78342370154244;44.85720316432619;47.02415702722627;1.402175545663186;5.4895393728033515;3.328810053012906;4.034085264701688;5.5960653046264;5.685059041397921;5.536891834755451;5.03271274897912;0.9513840615567977;0.6905790229229393;-6.579809736098916 +max val;12.0;0.9670830549808999;3.723139709198424;3.4704330836859967;19.896231221913798;27.21526142916048;26.785705310959678;21.80278408629175;27.301090471125416;1.3989632789750908;5.441739661813328;2.5806981664967417;2.2793872490980585;2.33719492971743;2.864810610937174;3.35625212183561;2.846292010365096;0.9509675105846818;0.6900361753909663;-10.067114539068939 +max val ml;12.0;0.967582229871959;3.669805723962034;1.132404693561955;26.617377824008443;45.650340182245074;8.995100286102295;12.290094048961661;42.463667239770736;1.3983186815870738;5.420912852532031;2.247868638890902;2.233606107816752;2.007172658689314;5.200920396761392;5.485571130390723;2.0923326655453454;0.9509207022324877;0.6899268507804576;-11.960084372270678 +lower bound;12.0;0.9640461807017999;3.5969191415606154;1.2545822555362498;2.9051230118027167;3.525555973772218;3.5180440727955204;2.9456745837636102;3.523504919526485;1.396027869707231;5.407654744136085;1.8813811182480031;1.2746570875384657;0.390794040336247;0.4276681157534299;0.5123587142461387;0.3836890346846735;0.9506460057416374;0.6896090854249322;-14.596770550098963 +higher bound;12.0;0.9698048578287797;3.8748940495736157;6.214956773829829;28.821470787156127;46.9557923967011;47.04405894490212;45.193897428645094;47.03183402341941;1.4020067582282807;5.481061018131162;3.2803884638822236;3.9711943058243797;5.731975313186123;5.817776885253392;5.8871811799556895;5.735261847718367;0.9513166712676779;0.6904884048227866;-7.438508835913986 +max val;15.0;0.9670476355717292;3.587243961009437;2.080462837935502;14.505146531062145;23.324712498306557;23.924017077711174;24.688684842772233;24.11039133904719;1.3978408737842536;5.422180405996381;3.3462662303386894;2.591438687643673;2.9443573820601125;3.2615957681588106;3.1772694599071056;3.2699739647933104;0.950974025051931;0.6899994584355646;-18.23846261796903 +max val ml;15.0;0.967301466657118;3.5697689370207457;1.3893502087013252;27.150241695521103;7.68187961433905;13.38270207058021;27.094267446149356;43.747486580230024;1.3977304846591103;5.421230214318931;4.454036312599357;1.7898992545638552;3.9718483158974798;2.416405165000416;0.8512922822788891;4.100958100732466;0.9509402720185438;0.6899607751758556;-24.786179369042866 +lower bound;15.0;0.9640170283434714;3.410650319739726;0.3395038671969597;2.0106531430043626;3.0123338130169186;3.2114572726591106;3.535325677033158;3.0744325562196426;1.394717745838506;5.380083341040193;1.099418480927006;0.535303189787829;0.4450009687677533;0.4015944013646251;0.42645767727962036;0.4973371487573276;0.9506180951255747;0.6895402568959286;-28.24049810185671 +higher bound;15.0;0.9700939690104443;3.7680091884037035;5.179415632357487;27.77493095772495;46.28463826293869;46.28273683857053;46.10936858248246;46.604640056250716;1.401080603916096;5.471316434425989;5.2973873549823605;5.653722657885524;5.8169234710133795;5.906807581691292;5.859839100201365;5.8346403236156785;0.9513378474157292;0.690470939201178;-8.672229153710074 +max val;18.0;0.9671457122481865;3.325012936053393;10.622606622354741;14.347369428487303;24.344668263019276;24.985473451477517;23.03633990171096;23.820429190748335;1.3962938162298275;5.387546529557478;5.136783068940835;3.179849767748583;2.872816953337543;3.2829420127470685;2.9433054648323176;2.9969865389739208;0.9509771465570787;0.6899599227405052;-18.387148685667775 +max val ml;18.0;0.9671046974214661;3.2228417815446573;12.355017454214842;8.230081355776678;36.076036451097835;27.70752106953001;13.586875126451734;19.25612944671969;1.3959159618958399;5.371256789460824;5.272353897866459;2.3218172407273827;2.9485805359256227;5.547147425308199;1.0126522531393565;2.6910856887436325;0.9509798012054174;0.6899438589634274;-28.104312579378423 +lower bound;18.0;0.9636960095019076;2.92260670469997;1.7592717473543975;2.149795964422706;3.19932563401841;3.572450946249278;2.9995445303169266;3.2531279063323177;1.3925484184543513;5.282874936453624;1.2244009575662078;0.4132114664768984;0.4233049395726787;0.44622727773455995;0.399896794753187;0.3493274692694699;0.9505945859899818;0.6894642518304417;-28.17769110391586 +higher bound;18.0;0.9704618791909219;3.6639191488267144;21.886090632488173;27.71804332503479;46.56713509572839;46.108534457113315;46.25774747626134;46.60158069325308;1.4000039524722336;5.486284626764834;5.987862579047847;5.848513846985225;5.839527401421293;5.890299564564742;5.80629399413556;5.834664450873633;0.951382953967447;0.6904839768662951;-8.559406201806897 +max val;20.0;0.9670523932594621;3.199087989906373;17.633437123166473;15.142190128324609;25.364080015592066;24.294220363349147;26.450238474877608;23.812005175002074;1.395771263426809;5.380984392675387;5.08426196617773;3.468653630739046;3.3468607957002012;3.255884388213988;3.1413846640360834;3.301723804473051;0.9509988488961665;0.6899721207990255;-17.425810077058056 +max val ml;20.0;0.9670589432780725;2.96069152350682;28.432476545780567;13.747868210310173;41.640645932094564;18.80383097591197;27.25111514180525;31.61186691610462;1.3946821594800467;5.3094996928350815;5.422252998105368;2.4742832355397457;0.23389952270885056;4.745807948213701;0.7166918781769567;2.176251497209508;0.9510094323366798;0.6899317235225764;-10.591612896208584 +lower bound;20.0;0.9635616111581586;2.8539029788790344;2.6880800367149984;2.4747567882421637;4.043494248562383;3.1193236620163622;3.6692887283325204;3.4827166309766246;1.3922386688135433;5.263521234160608;1.139342280424134;0.539064302227078;0.4934384620294859;0.4748031178110089;0.45219846743739883;0.4449104069641407;0.9505829091462892;0.6894343842705122;-28.021632837399263 +higher bound;20.0;0.9706834225271097;3.6282933595639575;28.102942822864055;27.740437168922437;46.34774080039412;46.53469246005352;46.685445115971035;46.25204829824643;1.3996088842286922;5.493623810972896;5.955140142859683;5.870825863891932;5.881732211439399;5.855998915442522;5.83173757896602;5.910416919775754;0.9514020623147719;0.690493569433095;-8.319096027086207 \ No newline at end of file diff --git a/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax7_True__fitnoise_True/summary305_w-tau-fixed-m-af_nmax_7.csv b/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax7_True__fitnoise_True/summary305_w-tau-fixed-m-af_nmax_7.csv index 9409ffd..d45959c 100644 --- a/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax7_True__fitnoise_True/summary305_w-tau-fixed-m-af_nmax_7.csv +++ b/results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax7_True__fitnoise_True/summary305_w-tau-fixed-m-af_nmax_7.csv @@ -1,18 +1,15 @@ -n,id,t_shift,dlogz,dlogz_err -7,305,0.0,-68349.91519175112,0.212264184405082 -7.0,305.0,0.0,-68466.65746690538,0.2984664884924023 -7.0,305.0,0.2,-68166.96786921748,0.30326538454496116 -7.0,305.0,0.0,-68382.76516747184,0.33049596304770645 -7.0,305.0,0.2,-68236.28303704358,0.3152074643880921 -7.0,305.0,0.4,-68056.37793018803,0.28989528288490807 -7.0,305.0,0.8,-67618.10527616116,0.3039653197900568 -7.0,305.0,1.2,-67308.62497739284,0.29728660750142627 -7.0,305.0,2.0,-66740.08490167321,0.28127007753099487 -7.0,305.0,2.5,-66279.91555596166,0.2617063968006339 -7.0,305.0,5.0,-64271.62841398679,0.24368405473203017 -7.0,305.0,7.5,-62221.692433872435,0.1966083108204189 -7.0,305.0,10.0,-60192.333880984166,0.16774317303229735 -7.0,305.0,12.0,-58581.23168532371,0.16043978328651626 -7.0,305.0,15.0,-56167.29012075296,0.15064239176790417 -7.0,305.0,18.0,-53761.03746234057,0.1461475129653937 -7.0,305.0,20.0,-52162.86218699005,0.14461850367745752 +n;id;t_shift;dlogz;dlogz_err +7.0;305.0;0.0;-68382.76516747184;0.33049596304770645 +7.0;305.0;0.2;-68236.28303704358;0.3152074643880921 +7.0;305.0;0.4;-68056.37793018803;0.28989528288490807 +7.0;305.0;0.8;-67618.10527616116;0.3039653197900568 +7.0;305.0;1.2;-67308.62497739284;0.29728660750142627 +7.0;305.0;2.0;-66740.08490167321;0.28127007753099487 +7.0;305.0;2.5;-66279.91555596166;0.2617063968006339 +7.0;305.0;5.0;-64271.62841398679;0.24368405473203017 +7.0;305.0;7.5;-62221.692433872435;0.1966083108204189 +7.0;305.0;10.0;-60192.333880984166;0.16774317303229735 +7.0;305.0;12.0;-58581.23168532371;0.16043978328651626 +7.0;305.0;15.0;-56167.29012075296;0.15064239176790417 +7.0;305.0;18.0;-53761.03746234057;0.1461475129653937 +7.0;305.0;20.0;-52162.86218699005;0.14461850367745752 \ No newline at end of file -- GitLab