gapura-ai-models / regression /resolution_predictor_latest_metrics.json
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{
"train_mae": 0.015479695304612804,
"train_rmse": 0.06436808642833573,
"train_r2": 0.9941371713435674,
"test_mae": 0.355994819021225,
"test_rmse": 0.4469333518748732,
"test_r2": 0.72581612770874,
"n_samples": 999,
"n_features": 25,
"feature_importance": {
"area_encoded": 0.5632030367851257,
"cos_month": 0.10470927506685257,
"category_encoded": 0.08696664124727249,
"hub_encoded": 0.02959463559091091,
"action_taken_length": 0.027658794075250626,
"root_cause_length": 0.02522839978337288,
"has_root_cause": 0.01994948834180832,
"report_word_count": 0.016698144376277924,
"branch_encoded": 0.0157761387526989,
"text_complexity": 0.015754887834191322,
"has_photos": 0.01257353462278843,
"report_length": 0.012412609532475471,
"cos_day_of_year": 0.011834139004349709,
"has_action_taken": 0.007170406170189381,
"is_complaint": 0.00653965724632144,
"sin_day_of_year": 0.0062241340056061745,
"cos_day_of_week": 0.005416722968220711,
"airline_encoded": 0.005268686451017857,
"sin_day_of_week": 0.005261827725917101,
"sin_month": 0.004872577730566263,
"week_of_year": 0.004078377969563007,
"day_of_week": 0.0036813507322221994,
"is_weekend": 0.0034196157939732075,
"month": 0.0034007765352725983,
"quarter": 0.0023061095271259546
},
"cv_mae_mean": 0.38749428543066855,
"cv_mae_std": 0.06732537170856051
}