| { |
| "model": "LogisticRegression(C=1.0)", |
| "features": [ |
| "burstiness_B", |
| "time_entropy", |
| "night_intensity", |
| "hawkes_n", |
| "weekend_ratio" |
| ], |
| "coefficients": { |
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| "time_entropy": 1.2579741402848228, |
| "night_intensity": 0.5837684113680046, |
| "hawkes_n": 0.9223635321857693, |
| "weekend_ratio": 0.20416030303581986 |
| }, |
| "intercept": 0.25308770940252606, |
| "scaler_mean": { |
| "burstiness_B": 0.19487084107773855, |
| "time_entropy": 3.7942938624255387, |
| "night_intensity": 0.1255963970857874, |
| "hawkes_n": 0.8821584461279186, |
| "weekend_ratio": 0.6597237315034026 |
| }, |
| "scaler_std": { |
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| "time_entropy": 0.26226267912207385, |
| "night_intensity": 0.10005082150675923, |
| "hawkes_n": 0.06984404222741004, |
| "weekend_ratio": 0.1559336662101948 |
| }, |
| "validation": { |
| "method": "leave-one-out", |
| "n_samples": 32, |
| "n_compulsive_labels": 15, |
| "n_strategic_labels": 17, |
| "accuracy": 0.9062, |
| "f1": 0.8966, |
| "auc": 0.9333, |
| "brier_score": 0.1007, |
| "spearman_r": 0.9117, |
| "spearman_p": 0.0, |
| "pearson_r": 0.8831, |
| "pearson_p": 0.0 |
| }, |
| "independent_labels": { |
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| "label": 1.0, |
| "evidence_type": "staff_testimony" |
| }, |
| "Trump_Full": { |
| "label": 0.8, |
| "evidence_type": "staff_testimony" |
| }, |
| "BasedMikeLee": { |
| "label": 0.9, |
| "evidence_type": "public_behavior" |
| }, |
| "SenTedCruz": { |
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| "evidence_type": "public_behavior" |
| }, |
| "ChrisMurphyCT": { |
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| "evidence_type": "self_statement" |
| }, |
| "HawleyMO": { |
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| "evidence_type": "role_based" |
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| "evidence_type": "volume_based" |
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| }, |
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| "evidence_type": "public_behavior" |
| }, |
| "SenatorSinema": { |
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| }, |
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| }, |
| "maziehirono": { |
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| "evidence_type": "public_behavior" |
| } |
| } |
| } |
