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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+models/regression/resolution_predictor.ubj filter=lfs diff=lfs merge=lfs -text

models/regression/feature_names.json

@@ -0,0 +1 @@
+["day_of_week", "month", "quarter", "is_weekend", "week_of_year", "sin_day_of_week", "cos_day_of_week", "sin_month", "cos_month", "sin_day_of_year", "cos_day_of_year", "report_length", "report_word_count", "root_cause_length", "action_taken_length", "has_photos", "is_complaint", "text_complexity", "has_root_cause", "has_action_taken", "airline_encoded", "hub_encoded", "branch_encoded", "category_encoded", "area_encoded"]

models/regression/label_encoders.json

@@ -0,0 +1 @@
+{"airline": ["Aero Dili", "Air Busan", "Air China", "Air Macau", "Airasia", "Batik Air", "Batik Air Malaysia", "CBL", "China Airlines", "China Southern", "Citilink", "Ethiopian Airlines", "Express Cargo Airlines (ECA)", "Flyadeal", "Garuda Indonesia", "Gulfstream G500 (Private Jet)", "Hong Kong Airlines", "IndiGO", "IndiGo", "Japan Airlines", "Jeju Air", "KLM", "Korean Air", "Lion Air", "Lucky Air", "Non Airline Case", "Pelita Air", "Qatar Airways", "Royal Brunei", "Scoot", "Shandong Airlines", "Srilankan Airlines", "Sriwijaya Air", "Thai Airways", "Unknown", "VietJet Air", "Vietjet Air", "Vietnam Airlines", "Wings Air", "Xiamen Airlines", "thai Airways"], "hub": ["HUB 1", "HUB 2", "HUB 3", "HUB 4", "HUB 5", "Unknown"], "category": ["", "Baggage Handling", "Cargo Problems", "GSE", "Operation", "Pax Handling", "Unknown"], "branch": ["AMQ", "BDJ", "BKS", "BPN", "BTH", "BTJ", "CGK", "DJJ", "DPS", "HLP", "KNO", "LBJ", "LOP", "MDC", "MKQ", "PDG", "PGK", "PKU", "PLM", "PNK", "SOC", "SRG", "SUB", "TJQ", "TKG", "UPG", "Unknown", "YIA"], "area": ["Apron Area", "General", "Terminal Area", "Unknown"]}

models/regression/resolution_predictor.ubj

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a19b89a82ed8defe8167a9405b05afd222543ff092ef9012e9689ff82f1ce625
+size 14401827

models/regression/resolution_predictor_latest_metrics.json

@@ -1,39 +1 @@
-{
-  "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
-}
+{"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}

models/regression/scaler.json

@@ -0,0 +1 @@
+{"with_mean": true, "with_std": true, "mean_": [3.002002002002002, 6.58958958958959, 2.4724724724724725, 0.30430430430430433, 26.586586586586588, -0.050380368713014566, 0.07756623964336602, -0.03642615361095274, -0.39183600912874733, 0.09028186086512431, -0.390307959993008, 91.16916916916917, 13.794794794794795, 135.83983983983984, 136.96896896896897, 0.9069069069069069, 0.4624624624624625, 71.60368368368368, 0.964964964964965, 0.9479479479479479, 18.51251251251251, 0.4994994994994995, 7.753753753753754, 1.7907907907907907, 0.4914914914914915], "scale_": [2.1091335757690723, 2.6345155919325793, 0.868185890079265, 0.46011215446473236, 11.447502153999626, 0.6867346220094633, 0.7209999000342844, 0.6060459998644738, 0.6912640040761834, 0.6405535174874791, 0.6551336300322588, 200.2372426991897, 29.583713915970637, 202.615783022706, 189.97156954469085, 0.2905628488149402, 0.49858894219147903, 604.0560861773448, 0.18386838052022134, 0.22213202364634982, 11.480653247641712, 1.0520725290378539, 4.8351631022799095, 1.3524438545296178, 0.8224074608789654], "var_": [4.4484444404364325, 6.940672404135868, 0.7537467397327258, 0.2117031946861777, 131.04530556582608, 0.47160444106648053, 0.5198408558494481, 0.3672917539517298, 0.47784592333143766, 0.41030880876558223, 0.4292000731992446, 40094.95336377419, 875.1961290619948, 41053.15552990428, 36089.197235273314, 0.0844267691114538, 0.24859093327561804, 364883.7552478919, 0.03380758135512891, 0.049342635929222514, 131.8053989925862, 1.1068566063561058, 23.378802225649075, 1.8291043796549302, 0.6763540317093871]}