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Some results csv

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Louis 2025-12-07 11:39:27 +01:00
parent bc7a8419f9
commit ba4e88d54a
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results/best_models.csv Normal file
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participant_id,model,BIC,converged
167y1h5i,GAIN_LOSS,1051.8545061869925,TRUE
1e1vfxfy,GAIN_LOSS,929.6450964059819,TRUE
1 participant_id model BIC converged
2 167y1h5i GAIN_LOSS 1051.8545061869925 TRUE
3 1e1vfxfy GAIN_LOSS 929.6450964059819 TRUE

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results/global_comparison.csv Normal file
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model,n_params,n_converged,mean_negLL,total_negLL,total_AIC,total_BIC,mean_convergence_range
GAIN_LOSS,4,2,483.39197155402763,966.7839431080553,1949.5678862161105,1981.4996025929745,4.615930038198712e-8
HOMOGENEOUS,3,2,539.752516085906,1079.505032171812,2171.010064343624,2194.958851626272,2.0892058557819837e-5
1 model n_params n_converged mean_negLL total_negLL total_AIC total_BIC mean_convergence_range
2 GAIN_LOSS 4 2 483.39197155402763 966.7839431080553 1949.5678862161105 1981.4996025929745 4.615930038198712e-8
3 HOMOGENEOUS 3 2 539.752516085906 1079.505032171812 2171.010064343624 2194.958851626272 2.0892058557819837e-5

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results/results_GAIN_LOSS.csv Normal file
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participant_id,model,n_params,negLL,AIC,BIC,convergence_sd,convergence_range,hessian_positive_definite,converged,has_BS_seen,has_JP_seen,alpha_loss,se_alpha_loss,alpha_gain,se_alpha_gain,forget,se_forget,lambda,se_lambda
167y1h5i,GAIN_LOSS,4,513.9443239992803,1035.8886479985606,1051.8545061869925,1.6892161240846193e-9,4.670710040954873e-9,TRUE,TRUE,FALSE,FALSE,-4.999999999572799,0.43882834813478433,4.999999999974559,0.33323708070269153,4.999999999930331,0.30695089661324654,-1.4051507158699554,0.09652272582280916
1e1vfxfy,GAIN_LOSS,4,452.83961910877497,913.6792382175499,929.6450964059819,3.735146110929026e-8,8.764789072301937e-8,TRUE,TRUE,FALSE,FALSE,-4.999999999984108,0.45214712818390496,4.999999999747621,0.4486530859417248,4.999999999941144,0.3096072666178563,-1.3143510245415637,0.06931889910013954
1 participant_id model n_params negLL AIC BIC convergence_sd convergence_range hessian_positive_definite converged has_BS_seen has_JP_seen alpha_loss se_alpha_loss alpha_gain se_alpha_gain forget se_forget lambda se_lambda
2 167y1h5i GAIN_LOSS 4 513.9443239992803 1035.8886479985606 1051.8545061869925 1.6892161240846193e-9 4.670710040954873e-9 TRUE TRUE FALSE FALSE -4.999999999572799 0.43882834813478433 4.999999999974559 0.33323708070269153 4.999999999930331 0.30695089661324654 -1.4051507158699554 0.09652272582280916
3 1e1vfxfy GAIN_LOSS 4 452.83961910877497 913.6792382175499 929.6450964059819 3.735146110929026e-8 8.764789072301937e-8 TRUE TRUE FALSE FALSE -4.999999999984108 0.45214712818390496 4.999999999747621 0.4486530859417248 4.999999999941144 0.3096072666178563 -1.3143510245415637 0.06931889910013954

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results/results_HOMOGENEOUS.csv Normal file
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participant_id,model,n_params,negLL,AIC,BIC,convergence_sd,convergence_range,hessian_positive_definite,converged,has_BS_seen,has_JP_seen,alpha,se_alpha,forget,se_forget,lambda,se_lambda
167y1h5i,HOMOGENEOUS,3,537.005463940143,1080.010927880286,1091.98532152161,2.9700346380225555e-12,6.707523425575346e-12,FALSE,TRUE,FALSE,FALSE,-4.999999999999991,NA,-4.291766151436294,NA,-2.999999999999999,NA
1e1vfxfy,HOMOGENEOUS,3,542.499568231669,1090.999136463338,1102.973530104662,1.8563286694240588e-5,4.178411040811625e-5,TRUE,TRUE,FALSE,FALSE,-0.7330899515496483,0.2661977203672045,4.999999999999953,0.34607559474050387,-0.7373357490749459,0.14111490702769247
1 participant_id model n_params negLL AIC BIC convergence_sd convergence_range hessian_positive_definite converged has_BS_seen has_JP_seen alpha se_alpha forget se_forget lambda se_lambda
2 167y1h5i HOMOGENEOUS 3 537.005463940143 1080.010927880286 1091.98532152161 2.9700346380225555e-12 6.707523425575346e-12 FALSE TRUE FALSE FALSE -4.999999999999991 NA -4.291766151436294 NA -2.999999999999999 NA
3 1e1vfxfy HOMOGENEOUS 3 542.499568231669 1090.999136463338 1102.973530104662 1.8563286694240588e-5 4.178411040811625e-5 TRUE TRUE FALSE FALSE -0.7330899515496483 0.2661977203672045 4.999999999999953 0.34607559474050387 -0.7373357490749459 0.14111490702769247