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{
"analysis": "digital_coupled_ladder_clean_only_overclamp_selector",
"confirmatory": false,
"selection_information": "ideal overclamped coupled-learning endpoints only",
"task_panel": {
"input_diameters": 5,
"label_rotations_per_diameter": 1,
"tasks": 5
},
"candidate_overclamp_time_seconds_per_v": [
0.0025,
0.025,
0.25,
2.5
],
"criterion": [
"lowest mean final classification error",
"lowest mean classification-error learning-curve area as the tie break"
],
"selected_overclamp_time_seconds_per_v_by_side": {
"4": 0.25,
"8": 0.25,
"12": 0.25,
"16": 2.5,
"24": 2.5,
"32": 2.5
},
"selected_clean_development_endpoints": {
"4": {
"mean_final_classification_error": 0.025,
"mean_classification_error_auc": 0.056874999999999995
},
"8": {
"mean_final_classification_error": 0.0,
"mean_classification_error_auc": 0.04666666666666666
},
"12": {
"mean_final_classification_error": 0.0,
"mean_classification_error_auc": 0.030208333333333337
},
"16": {
"mean_final_classification_error": 0.0,
"mean_classification_error_auc": 0.036250000000000004
},
"24": {
"mean_final_classification_error": 0.0,
"mean_classification_error_auc": 0.034999999999999996
},
"32": {
"mean_final_classification_error": 0.0,
"mean_classification_error_auc": 0.04958333333333333
}
},
"sources": [
"results/coupled_ladder/p1_bias_baseline_pilot.json",
"results/coupled_ladder/p0_overclamp_clean_t2p5e-2.json",
"results/coupled_ladder/p0_overclamp_clean_t2p5e-1.json",
"results/coupled_ladder/p0_overclamp_clean_t2p5.json",
"results/coupled_ladder/p0_overclamp_clean_small_t2p5.json"
],
"freeze": "Biased overclamp conditions use this mapping without further time-constant selection."
}
|
