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{
"analysis": "digital_coupled_ladder_clean_only_selector",
"confirmatory": false,
"selection_information": "ideal coupled-learning endpoints only",
"task_panel": {
"input_diameters": 5,
"label_rotations_per_diameter": 1,
"tasks": 5
},
"candidate_learning_time_seconds": [
0.001,
0.003,
0.01,
0.03
],
"criterion": [
"lowest mean final classification error",
"lowest mean classification-error learning-curve area as the tie break"
],
"selected_learning_time_seconds_by_side": {
"4": 0.01,
"8": 0.01,
"12": 0.03,
"16": 0.03,
"24": 0.03,
"32": 0.01
},
"selected_clean_development_endpoints": {
"4": {
"mean_final_classification_error": 0.0,
"zero_error_fraction": 1.0,
"mean_classification_error_auc": 0.013333333333333332
},
"8": {
"mean_final_classification_error": 0.0,
"zero_error_fraction": 1.0,
"mean_classification_error_auc": 0.028750000000000005
},
"12": {
"mean_final_classification_error": 0.025,
"zero_error_fraction": 0.8,
"mean_classification_error_auc": 0.052500000000000005
},
"16": {
"mean_final_classification_error": 0.025,
"zero_error_fraction": 0.8,
"mean_classification_error_auc": 0.06312500000000001
},
"24": {
"mean_final_classification_error": 0.025,
"zero_error_fraction": 0.8,
"mean_classification_error_auc": 0.10354166666666667
},
"32": {
"mean_final_classification_error": 0.025,
"zero_error_fraction": 0.8,
"mean_classification_error_auc": 0.24520833333333333
}
},
"sources": [
"results/coupled_ladder/p0_clean_default.json",
"results/coupled_ladder/p0_clean_lr3e-3.json",
"results/coupled_ladder/p0_clean_lr1e-2.json",
"results/coupled_ladder/p0_clean_lr3e-2.json",
"results/coupled_ladder/p0_clean_small_lr1e-2.json"
],
"freeze": "All imperfect conditions use this mapping without further exposure selection."
}
|
