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| -rw-r--r-- | results/coupled_ladder/p0_selector.json | 68 |
1 files changed, 68 insertions, 0 deletions
diff --git a/results/coupled_ladder/p0_selector.json b/results/coupled_ladder/p0_selector.json new file mode 100644 index 0000000..db03deb --- /dev/null +++ b/results/coupled_ladder/p0_selector.json @@ -0,0 +1,68 @@ +{ + "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." +} |