orca-sonar-document-classifier / l2 /document_threshold_operating_points.json
patronus-protect's picture
Sync current L2 export for orca-sonar-document-classifier
dd51a00 verified
Raw History Blame Contribute Delete
23.3 kB
{
"f1_window": 0.04,
"calibration_role": "ntdb/artifacts/experiments/sensitive_joint_v3_mmbert_static_actionable_benefit_v41_all_sensitive_aps_phase2_l3_seed42/split_indices/probability_calibration.npy",
"policy_selection_role": "ntdb/artifacts/experiments/sensitive_joint_v3_mmbert_static_actionable_benefit_v41_all_sensitive_aps_phase2_l3_seed42/split_indices/policy_selection.npy",
"evaluation_role": "unified_validation",
"modes": {
"l2_only": {
"aggregation": "mean",
"f1_window": 0.04,
"calibration_operating_points": {
"best_f1": {
"document_risk_margin_threshold": 0.3269468620419502,
"macro_f1": 0.8212544747840629,
"fpr": 0.10416666666666667,
"fnr": 0.0684931506849315,
"tp": 340,
"fp": 5,
"tn": 43,
"fn": 25
},
"best_fpr_in_f1": {
"document_risk_margin_threshold": 0.2802514135837555,
"macro_f1": 0.8208552098917432,
"fpr": 0.10416666666666667,
"fnr": 0.06575342465753424,
"tp": 341,
"fp": 5,
"tn": 43,
"fn": 24
},
"best_fnr_in_f1": {
"document_risk_margin_threshold": -0.7966152094304562,
"macro_f1": 0.8119645317052127,
"fpr": 0.25,
"fnr": 0.005479452054794521,
"tp": 363,
"fp": 12,
"tn": 36,
"fn": 2
}
},
"sweep_threshold_count": 414,
"policy_selection": {
"best_f1": {
"document_risk_margin_threshold": 0.3269468620419502,
"macro_f1": 0.8212544747840629,
"fpr": 0.10416666666666667,
"fnr": 0.0684931506849315,
"tp": 340,
"fp": 5,
"tn": 43,
"fn": 25,
"evaluation_metrics": {
"macro_f1": 0.7908984301290851,
"fpr": 0.2127659574468085,
"fnr": 0.08719346049046321,
"tp": 335,
"fp": 10,
"tn": 37,
"fn": 32
}
},
"best_fpr_in_f1": {
"document_risk_margin_threshold": 0.2802514135837555,
"macro_f1": 0.8208552098917432,
"fpr": 0.10416666666666667,
"fnr": 0.06575342465753424,
"tp": 341,
"fp": 5,
"tn": 43,
"fn": 24,
"evaluation_metrics": {
"macro_f1": 0.7908984301290851,
"fpr": 0.2127659574468085,
"fnr": 0.08719346049046321,
"tp": 335,
"fp": 10,
"tn": 37,
"fn": 32
}
},
"best_fnr_in_f1": {
"document_risk_margin_threshold": -0.7966152094304562,
"macro_f1": 0.8119645317052127,
"fpr": 0.25,
"fnr": 0.005479452054794521,
"tp": 363,
"fp": 12,
"tn": 36,
"fn": 2,
"evaluation_metrics": {
"macro_f1": 0.7779886588170615,
"fpr": 0.40425531914893614,
"fnr": 0.02452316076294278,
"tp": 358,
"fp": 19,
"tn": 28,
"fn": 9
}
}
},
"evaluation": {
"unified_validation": {
"best_f1": {
"document_risk_margin_threshold": 0.3269468620419502,
"macro_f1": 0.8212544747840629,
"fpr": 0.10416666666666667,
"fnr": 0.0684931506849315,
"tp": 340,
"fp": 5,
"tn": 43,
"fn": 25,
"evaluation_metrics": {
"macro_f1": 0.8748585804941437,
"fpr": 0.1459227467811159,
"fnr": 0.030534351145038167,
"tp": 1778,
"fp": 34,
"tn": 199,
"fn": 56
}
},
"best_fpr_in_f1": {
"document_risk_margin_threshold": 0.2802514135837555,
"macro_f1": 0.8208552098917432,
"fpr": 0.10416666666666667,
"fnr": 0.06575342465753424,
"tp": 341,
"fp": 5,
"tn": 43,
"fn": 24,
"evaluation_metrics": {
"macro_f1": 0.8752677517950971,
"fpr": 0.1459227467811159,
"fnr": 0.028353326063249727,
"tp": 1782,
"fp": 34,
"tn": 199,
"fn": 52
}
},
"best_fnr_in_f1": {
"document_risk_margin_threshold": -0.7966152094304562,
"macro_f1": 0.8119645317052127,
"fpr": 0.25,
"fnr": 0.005479452054794521,
"tp": 363,
"fp": 12,
"tn": 36,
"fn": 2,
"evaluation_metrics": {
"macro_f1": 0.8693104068945013,
"fpr": 0.296137339055794,
"fnr": 0.008178844056706653,
"tp": 1819,
"fp": 69,
"tn": 164,
"fn": 15
}
}
}
},
"operating_points": {
"best_f1": {
"threshold": 0.3269468620419502,
"threshold_semantics": "best_non_default_class_score_minus_default_class_score",
"metrics": {
"document_risk_margin_threshold": 0.3269468620419502,
"macro_f1": 0.8212544747840629,
"fpr": 0.10416666666666667,
"fnr": 0.0684931506849315,
"tp": 340,
"fp": 5,
"tn": 43,
"fn": 25
},
"policy_selection_metrics": {
"macro_f1": 0.7908984301290851,
"fpr": 0.2127659574468085,
"fnr": 0.08719346049046321,
"tp": 335,
"fp": 10,
"tn": 37,
"fn": 32
},
"evaluation_metrics": {
"unified_validation": {
"macro_f1": 0.8748585804941437,
"fpr": 0.1459227467811159,
"fnr": 0.030534351145038167,
"tp": 1778,
"fp": 34,
"tn": 199,
"fn": 56
}
}
},
"best_fpr_in_f1": {
"threshold": 0.2802514135837555,
"threshold_semantics": "best_non_default_class_score_minus_default_class_score",
"metrics": {
"document_risk_margin_threshold": 0.2802514135837555,
"macro_f1": 0.8208552098917432,
"fpr": 0.10416666666666667,
"fnr": 0.06575342465753424,
"tp": 341,
"fp": 5,
"tn": 43,
"fn": 24
},
"policy_selection_metrics": {
"macro_f1": 0.7908984301290851,
"fpr": 0.2127659574468085,
"fnr": 0.08719346049046321,
"tp": 335,
"fp": 10,
"tn": 37,
"fn": 32
},
"evaluation_metrics": {
"unified_validation": {
"macro_f1": 0.8752677517950971,
"fpr": 0.1459227467811159,
"fnr": 0.028353326063249727,
"tp": 1782,
"fp": 34,
"tn": 199,
"fn": 52
}
}
},
"best_fnr_in_f1": {
"threshold": -0.7966152094304562,
"threshold_semantics": "best_non_default_class_score_minus_default_class_score",
"metrics": {
"document_risk_margin_threshold": -0.7966152094304562,
"macro_f1": 0.8119645317052127,
"fpr": 0.25,
"fnr": 0.005479452054794521,
"tp": 363,
"fp": 12,
"tn": 36,
"fn": 2
},
"policy_selection_metrics": {
"macro_f1": 0.7779886588170615,
"fpr": 0.40425531914893614,
"fnr": 0.02452316076294278,
"tp": 358,
"fp": 19,
"tn": 28,
"fn": 9
},
"evaluation_metrics": {
"unified_validation": {
"macro_f1": 0.8693104068945013,
"fpr": 0.296137339055794,
"fnr": 0.008178844056706653,
"tp": 1819,
"fp": 69,
"tn": 164,
"fn": 15
}
}
}
}
},
"l3_only": {
"aggregation": "smoothmax",
"f1_window": 0.04,
"calibration_operating_points": {
"best_f1": {
"document_risk_margin_threshold": -0.22447717189788818,
"macro_f1": 0.995257067546521,
"fpr": 0.0,
"fnr": 0.0,
"tp": 365,
"fp": 0,
"tn": 48,
"fn": 0
},
"best_fpr_in_f1": {
"document_risk_margin_threshold": -0.22447717189788818,
"macro_f1": 0.995257067546521,
"fpr": 0.0,
"fnr": 0.0,
"tp": 365,
"fp": 0,
"tn": 48,
"fn": 0
},
"best_fnr_in_f1": {
"document_risk_margin_threshold": -0.22447717189788818,
"macro_f1": 0.995257067546521,
"fpr": 0.0,
"fnr": 0.0,
"tp": 365,
"fp": 0,
"tn": 48,
"fn": 0
}
},
"sweep_threshold_count": 415,
"policy_selection": {
"best_f1": {
"document_risk_margin_threshold": -0.22447717189788818,
"macro_f1": 0.995257067546521,
"fpr": 0.0,
"fnr": 0.0,
"tp": 365,
"fp": 0,
"tn": 48,
"fn": 0,
"evaluation_metrics": {
"macro_f1": 0.9879752997730525,
"fpr": 0.0,
"fnr": 0.0,
"tp": 367,
"fp": 0,
"tn": 47,
"fn": 0
}
},
"best_fpr_in_f1": {
"document_risk_margin_threshold": -0.22447717189788818,
"macro_f1": 0.995257067546521,
"fpr": 0.0,
"fnr": 0.0,
"tp": 365,
"fp": 0,
"tn": 48,
"fn": 0,
"evaluation_metrics": {
"macro_f1": 0.9879752997730525,
"fpr": 0.0,
"fnr": 0.0,
"tp": 367,
"fp": 0,
"tn": 47,
"fn": 0
}
},
"best_fnr_in_f1": {
"document_risk_margin_threshold": -0.22447717189788818,
"macro_f1": 0.995257067546521,
"fpr": 0.0,
"fnr": 0.0,
"tp": 365,
"fp": 0,
"tn": 48,
"fn": 0,
"evaluation_metrics": {
"macro_f1": 0.9879752997730525,
"fpr": 0.0,
"fnr": 0.0,
"tp": 367,
"fp": 0,
"tn": 47,
"fn": 0
}
}
},
"evaluation": {
"unified_validation": {
"best_f1": {
"document_risk_margin_threshold": -0.22447717189788818,
"macro_f1": 0.995257067546521,
"fpr": 0.0,
"fnr": 0.0,
"tp": 365,
"fp": 0,
"tn": 48,
"fn": 0,
"evaluation_metrics": {
"macro_f1": 0.9680697934798839,
"fpr": 0.060085836909871244,
"fnr": 0.006543075245365322,
"tp": 1822,
"fp": 14,
"tn": 219,
"fn": 12
}
},
"best_fpr_in_f1": {
"document_risk_margin_threshold": -0.22447717189788818,
"macro_f1": 0.995257067546521,
"fpr": 0.0,
"fnr": 0.0,
"tp": 365,
"fp": 0,
"tn": 48,
"fn": 0,
"evaluation_metrics": {
"macro_f1": 0.9680697934798839,
"fpr": 0.060085836909871244,
"fnr": 0.006543075245365322,
"tp": 1822,
"fp": 14,
"tn": 219,
"fn": 12
}
},
"best_fnr_in_f1": {
"document_risk_margin_threshold": -0.22447717189788818,
"macro_f1": 0.995257067546521,
"fpr": 0.0,
"fnr": 0.0,
"tp": 365,
"fp": 0,
"tn": 48,
"fn": 0,
"evaluation_metrics": {
"macro_f1": 0.9680697934798839,
"fpr": 0.060085836909871244,
"fnr": 0.006543075245365322,
"tp": 1822,
"fp": 14,
"tn": 219,
"fn": 12
}
}
}
},
"operating_points": {
"best_f1": {
"threshold": -0.22447717189788818,
"threshold_semantics": "best_non_default_class_score_minus_default_class_score",
"metrics": {
"document_risk_margin_threshold": -0.22447717189788818,
"macro_f1": 0.995257067546521,
"fpr": 0.0,
"fnr": 0.0,
"tp": 365,
"fp": 0,
"tn": 48,
"fn": 0
},
"policy_selection_metrics": {
"macro_f1": 0.9879752997730525,
"fpr": 0.0,
"fnr": 0.0,
"tp": 367,
"fp": 0,
"tn": 47,
"fn": 0
},
"evaluation_metrics": {
"unified_validation": {
"macro_f1": 0.9680697934798839,
"fpr": 0.060085836909871244,
"fnr": 0.006543075245365322,
"tp": 1822,
"fp": 14,
"tn": 219,
"fn": 12
}
}
},
"best_fpr_in_f1": {
"threshold": -0.22447717189788818,
"threshold_semantics": "best_non_default_class_score_minus_default_class_score",
"metrics": {
"document_risk_margin_threshold": -0.22447717189788818,
"macro_f1": 0.995257067546521,
"fpr": 0.0,
"fnr": 0.0,
"tp": 365,
"fp": 0,
"tn": 48,
"fn": 0
},
"policy_selection_metrics": {
"macro_f1": 0.9879752997730525,
"fpr": 0.0,
"fnr": 0.0,
"tp": 367,
"fp": 0,
"tn": 47,
"fn": 0
},
"evaluation_metrics": {
"unified_validation": {
"macro_f1": 0.9680697934798839,
"fpr": 0.060085836909871244,
"fnr": 0.006543075245365322,
"tp": 1822,
"fp": 14,
"tn": 219,
"fn": 12
}
}
},
"best_fnr_in_f1": {
"threshold": -0.22447717189788818,
"threshold_semantics": "best_non_default_class_score_minus_default_class_score",
"metrics": {
"document_risk_margin_threshold": -0.22447717189788818,
"macro_f1": 0.995257067546521,
"fpr": 0.0,
"fnr": 0.0,
"tp": 365,
"fp": 0,
"tn": 48,
"fn": 0
},
"policy_selection_metrics": {
"macro_f1": 0.9879752997730525,
"fpr": 0.0,
"fnr": 0.0,
"tp": 367,
"fp": 0,
"tn": 47,
"fn": 0
},
"evaluation_metrics": {
"unified_validation": {
"macro_f1": 0.9680697934798839,
"fpr": 0.060085836909871244,
"fnr": 0.006543075245365322,
"tp": 1822,
"fp": 14,
"tn": 219,
"fn": 12
}
}
}
}
},
"union_l2_l3": {
"aggregation": "mean",
"f1_window": 0.04,
"calibration_operating_points": {
"best_f1": {
"document_risk_margin_threshold": -0.19841083884239197,
"macro_f1": 0.9810854243276995,
"fpr": 0.0,
"fnr": 0.0,
"tp": 365,
"fp": 0,
"tn": 48,
"fn": 0
},
"best_fpr_in_f1": {
"document_risk_margin_threshold": -0.19841083884239197,
"macro_f1": 0.9810854243276995,
"fpr": 0.0,
"fnr": 0.0,
"tp": 365,
"fp": 0,
"tn": 48,
"fn": 0
},
"best_fnr_in_f1": {
"document_risk_margin_threshold": -0.19841083884239197,
"macro_f1": 0.9810854243276995,
"fpr": 0.0,
"fnr": 0.0,
"tp": 365,
"fp": 0,
"tn": 48,
"fn": 0
}
},
"sweep_threshold_count": 414,
"policy_selection": {
"best_f1": {
"document_risk_margin_threshold": -0.19841083884239197,
"macro_f1": 0.9810854243276995,
"fpr": 0.0,
"fnr": 0.0,
"tp": 365,
"fp": 0,
"tn": 48,
"fn": 0,
"evaluation_metrics": {
"macro_f1": 0.9736874663611368,
"fpr": 0.0425531914893617,
"fnr": 0.005449591280653951,
"tp": 365,
"fp": 2,
"tn": 45,
"fn": 2
}
},
"best_fpr_in_f1": {
"document_risk_margin_threshold": -0.19841083884239197,
"macro_f1": 0.9810854243276995,
"fpr": 0.0,
"fnr": 0.0,
"tp": 365,
"fp": 0,
"tn": 48,
"fn": 0,
"evaluation_metrics": {
"macro_f1": 0.9736874663611368,
"fpr": 0.0425531914893617,
"fnr": 0.005449591280653951,
"tp": 365,
"fp": 2,
"tn": 45,
"fn": 2
}
},
"best_fnr_in_f1": {
"document_risk_margin_threshold": -0.19841083884239197,
"macro_f1": 0.9810854243276995,
"fpr": 0.0,
"fnr": 0.0,
"tp": 365,
"fp": 0,
"tn": 48,
"fn": 0,
"evaluation_metrics": {
"macro_f1": 0.9736874663611368,
"fpr": 0.0425531914893617,
"fnr": 0.005449591280653951,
"tp": 365,
"fp": 2,
"tn": 45,
"fn": 2
}
}
},
"evaluation": {
"unified_validation": {
"best_f1": {
"document_risk_margin_threshold": -0.19841083884239197,
"macro_f1": 0.9810854243276995,
"fpr": 0.0,
"fnr": 0.0,
"tp": 365,
"fp": 0,
"tn": 48,
"fn": 0,
"evaluation_metrics": {
"macro_f1": 0.9518323126346822,
"fpr": 0.09871244635193133,
"fnr": 0.007088331515812432,
"tp": 1821,
"fp": 23,
"tn": 210,
"fn": 13
}
},
"best_fpr_in_f1": {
"document_risk_margin_threshold": -0.19841083884239197,
"macro_f1": 0.9810854243276995,
"fpr": 0.0,
"fnr": 0.0,
"tp": 365,
"fp": 0,
"tn": 48,
"fn": 0,
"evaluation_metrics": {
"macro_f1": 0.9518323126346822,
"fpr": 0.09871244635193133,
"fnr": 0.007088331515812432,
"tp": 1821,
"fp": 23,
"tn": 210,
"fn": 13
}
},
"best_fnr_in_f1": {
"document_risk_margin_threshold": -0.19841083884239197,
"macro_f1": 0.9810854243276995,
"fpr": 0.0,
"fnr": 0.0,
"tp": 365,
"fp": 0,
"tn": 48,
"fn": 0,
"evaluation_metrics": {
"macro_f1": 0.9518323126346822,
"fpr": 0.09871244635193133,
"fnr": 0.007088331515812432,
"tp": 1821,
"fp": 23,
"tn": 210,
"fn": 13
}
}
}
},
"union_routing": {
"promoter": "direct_actionable",
"promoter_threshold": 0.004311159716500321,
"calibration_target_promotion_rate": 0.25
},
"operating_points": {
"best_f1": {
"threshold": -0.19841083884239197,
"threshold_semantics": "best_non_default_class_score_minus_default_class_score",
"metrics": {
"document_risk_margin_threshold": -0.19841083884239197,
"macro_f1": 0.9810854243276995,
"fpr": 0.0,
"fnr": 0.0,
"tp": 365,
"fp": 0,
"tn": 48,
"fn": 0
},
"policy_selection_metrics": {
"macro_f1": 0.9736874663611368,
"fpr": 0.0425531914893617,
"fnr": 0.005449591280653951,
"tp": 365,
"fp": 2,
"tn": 45,
"fn": 2
},
"evaluation_metrics": {
"unified_validation": {
"macro_f1": 0.9518323126346822,
"fpr": 0.09871244635193133,
"fnr": 0.007088331515812432,
"tp": 1821,
"fp": 23,
"tn": 210,
"fn": 13
}
}
},
"best_fpr_in_f1": {
"threshold": -0.19841083884239197,
"threshold_semantics": "best_non_default_class_score_minus_default_class_score",
"metrics": {
"document_risk_margin_threshold": -0.19841083884239197,
"macro_f1": 0.9810854243276995,
"fpr": 0.0,
"fnr": 0.0,
"tp": 365,
"fp": 0,
"tn": 48,
"fn": 0
},
"policy_selection_metrics": {
"macro_f1": 0.9736874663611368,
"fpr": 0.0425531914893617,
"fnr": 0.005449591280653951,
"tp": 365,
"fp": 2,
"tn": 45,
"fn": 2
},
"evaluation_metrics": {
"unified_validation": {
"macro_f1": 0.9518323126346822,
"fpr": 0.09871244635193133,
"fnr": 0.007088331515812432,
"tp": 1821,
"fp": 23,
"tn": 210,
"fn": 13
}
}
},
"best_fnr_in_f1": {
"threshold": -0.19841083884239197,
"threshold_semantics": "best_non_default_class_score_minus_default_class_score",
"metrics": {
"document_risk_margin_threshold": -0.19841083884239197,
"macro_f1": 0.9810854243276995,
"fpr": 0.0,
"fnr": 0.0,
"tp": 365,
"fp": 0,
"tn": 48,
"fn": 0
},
"policy_selection_metrics": {
"macro_f1": 0.9736874663611368,
"fpr": 0.0425531914893617,
"fnr": 0.005449591280653951,
"tp": 365,
"fp": 2,
"tn": 45,
"fn": 2
},
"evaluation_metrics": {
"unified_validation": {
"macro_f1": 0.9518323126346822,
"fpr": 0.09871244635193133,
"fnr": 0.007088331515812432,
"tp": 1821,
"fp": 23,
"tn": 210,
"fn": 13
}
}
}
}
}
}
}