{ "model_params": { "prior": { "compulsive": 0.5, "strategic": 0.5 }, "class_params": { "compulsive": { "burstiness_B": { "mean": 0.3774861927721671, "std": 0.22938978696976464, "n": 8 }, "time_entropy": { "mean": 4.14209602761983, "std": 0.1735837176764721, "n": 8 }, "night_intensity": { "mean": 0.2286008328329098, "std": 0.10958901025874938, "n": 8 }, "hawkes_n": { "mean": 0.9475845074610829, "std": 0.03725061990326155, "n": 8 }, "weekend_ratio": { "mean": 0.7103416736296673, "std": 0.1981138498143343, "n": 8 } }, "strategic": { "burstiness_B": { "mean": 0.10522888954988305, "std": 0.08097919025103344, "n": 8 }, "time_entropy": { "mean": 3.541328083305317, "std": 0.15778381821874674, "n": 8 }, "night_intensity": { "mean": 0.037430947815364754, "std": 0.022583595321530345, "n": 8 }, "hawkes_n": { "mean": 0.8163132264766522, "std": 0.06881668997824561, "n": 8 }, "weekend_ratio": { "mean": 0.6636698298243918, "std": 0.19803933864431938, "n": 8 } } }, "features": [ "burstiness_B", "time_entropy", "night_intensity", "hawkes_n", "weekend_ratio" ], "feature_weights": { "burstiness_B": 1.0, "time_entropy": 1.2, "night_intensity": 1.2, "hawkes_n": 1.0, "weekend_ratio": 0.3 } }, "cv_results": { "accuracy": 1.0, "f1": 1.0, "precision": 1.0, "recall": 1.0, "auc": 1.0, "n_samples": 16, "confusion_matrix": [ [ 8, 0 ], [ 0, 8 ] ] }, "cv_details": [ { "account": "BasedMikeLee", "true": "compulsive", "pred": "compulsive", "posterior": 1.0, "correct": true }, { "account": "Trump_Android", "true": "compulsive", "pred": "compulsive", "posterior": 1.0, "correct": true }, { "account": "Trump_Full", "true": "compulsive", "pred": "compulsive", "posterior": 1.0, "correct": true }, { "account": "marcorubio", "true": "compulsive", "pred": "compulsive", "posterior": 1.0, "correct": true }, { "account": "ChrisMurphyCT", "true": "compulsive", "pred": "compulsive", "posterior": 1.0, "correct": true }, { "account": "HawleyMO", "true": "compulsive", "pred": "compulsive", "posterior": 0.9996, "correct": true }, { "account": "SenTedCruz", "true": "compulsive", "pred": "compulsive", "posterior": 1.0, "correct": true }, { "account": "MarshaBlackburn", "true": "compulsive", "pred": "compulsive", "posterior": 1.0, "correct": true }, { "account": "SenatorCollins", "true": "strategic", "pred": "strategic", "posterior": 0.0002, "correct": true }, { "account": "SenGillibrand", "true": "strategic", "pred": "strategic", "posterior": 0.0, "correct": true }, { "account": "SenJohnHoeven", "true": "strategic", "pred": "strategic", "posterior": 0.0, "correct": true }, { "account": "SenShelby", "true": "strategic", "pred": "strategic", "posterior": 0.0, "correct": true }, { "account": "SenHydeSmith", "true": "strategic", "pred": "strategic", "posterior": 0.0, "correct": true }, { "account": "SenatorTester", "true": "strategic", "pred": "strategic", "posterior": 0.0, "correct": true }, { "account": "SenatorRisch", "true": "strategic", "pred": "strategic", "posterior": 0.0, "correct": true }, { "account": "SenFeinstein", "true": "strategic", "pred": "strategic", "posterior": 0.0, "correct": true } ] }