{ "model_version": 5, "algorithm": "logistic_regression", "problem_type": "classification", "target_column": "delivered", "row_count": 99, "training_metric": { "name": "accuracy", "value": 0.925 }, "accuracy": { "correct": 92, "wrong": 7, "total": 99, "rate": 0.9293 }, "confidence_summary": { "average": 0.9419, "high_count": 84, "medium_count": 10, "low_count": 5 }, "prediction_breakdown": { "0": 18, "1": 81 }, "top_factors": [ { "feature": "attempt_number", "importance": 0.25666 }, { "feature": "pre_confirmed", "importance": 0.20139 }, { "feature": "driver_exp_years", "importance": 0.118972 }, { "feature": "distance_km", "importance": 0.105194 }, { "feature": "weather", "importance": 0.093819 }, { "feature": "is_cod", "importance": 0.089901 }, { "feature": "traffic_index", "importance": 0.055358 }, { "feature": "package_type", "importance": 0.03334 }, { "feature": "time_slot", "importance": 0.01723 }, { "feature": "package_weight_kg", "importance": 0.01267 } ], "wrong_predictions_analysis": { "count": 7, "avg_confidence": 0.687, "label": "The model was uncertain on every mistake — avg confidence 68.7% vs 96.1% on correct predictions", "cases": [ { "row_index": 14, "probability": 0.6014, "confidence_label": "Medium" }, { "row_index": 30, "probability": 0.9024, "confidence_label": "High" }, { "row_index": 41, "probability": 0.5917, "confidence_label": "Low" }, { "row_index": 44, "probability": 0.7527, "confidence_label": "Medium" }, { "row_index": 55, "probability": 0.54, "confidence_label": "Low" }, { "row_index": 69, "probability": 0.5307, "confidence_label": "Low" }, { "row_index": 83, "probability": 0.8898, "confidence_label": "High" } ] }, "correct_predictions_analysis": { "count": 92, "avg_confidence": 0.9613 }, "llm_agreement": null, "performance": null, "openai_capabilities": null, "ml_capabilities": { "provides_calibrated_probability": true, "provides_feature_importance": true, "is_deterministic": true, "requires_internet_for_prediction": false, "requires_internet_for_explanation": true }, "rows": [ { "row_index": 0, "input_data": { "area": "Mount Lebanon", "package_type": "small_parcel", "package_weight_kg": 1.4, "is_fragile": 0, "distance_km": 8.4, "time_slot": "afternoon_12_3", "day_of_week": "Saturday", "is_weekend": 1, "weather": "clear", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 2.2, "traffic_index": 0.44 }, "actual": 1, "ml": { "prediction": 1, "probability": 1, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 1, "input_data": { "area": "Zarqa", "package_type": "medium_parcel", "package_weight_kg": 4.8, "is_fragile": 0, "distance_km": 1.5, "time_slot": "afternoon_12_3", "day_of_week": "Wednesday", "is_weekend": 0, "weather": "clear", "attempt_number": 2, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 4.1, "traffic_index": 0.6 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9986, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 2, "input_data": { "area": "Bekaa", "package_type": "large_parcel", "package_weight_kg": 11.5, "is_fragile": 0, "distance_km": 16.5, "time_slot": "flexible", "day_of_week": "Sunday", "is_weekend": 1, "weather": "clear", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 2.1, "traffic_index": 0.36 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9998, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 3, "input_data": { "area": "North Lebanon", "package_type": "medium_parcel", "package_weight_kg": 3.9, "is_fragile": 0, "distance_km": 7.6, "time_slot": "afternoon_12_3", "day_of_week": "Saturday", "is_weekend": 1, "weather": "storm", "attempt_number": 1, "is_cod": 0, "pre_confirmed": 0, "driver_exp_years": 1.6, "traffic_index": 0.18 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.902, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 4, "input_data": { "area": "Beirut", "package_type": "large_parcel", "package_weight_kg": 11.7, "is_fragile": 0, "distance_km": 1.4, "time_slot": "afternoon_12_3", "day_of_week": "Tuesday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 0, "pre_confirmed": 1, "driver_exp_years": 1.5, "traffic_index": 0.8 }, "actual": 1, "ml": { "prediction": 1, "probability": 1, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 5, "input_data": { "area": "Beirut", "package_type": "medium_parcel", "package_weight_kg": 4.2, "is_fragile": 0, "distance_km": 26.2, "time_slot": "evening_6_9", "day_of_week": "Monday", "is_weekend": 0, "weather": "storm", "attempt_number": 2, "is_cod": 0, "pre_confirmed": 0, "driver_exp_years": 0.5, "traffic_index": 0.71 }, "actual": 0, "ml": { "prediction": 0, "probability": 1, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 6, "input_data": { "area": "Beirut", "package_type": "medium_parcel", "package_weight_kg": 4.8, "is_fragile": 0, "distance_km": 5.8, "time_slot": "afternoon_12_3", "day_of_week": "Wednesday", "is_weekend": 0, "weather": "clear", "attempt_number": 2, "is_cod": 0, "pre_confirmed": 1, "driver_exp_years": 1.2, "traffic_index": 0.67 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.995, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 7, "input_data": { "area": "Amman", "package_type": "large_parcel", "package_weight_kg": 11.8, "is_fragile": 0, "distance_km": 0.6, "time_slot": "evening_6_9", "day_of_week": "Wednesday", "is_weekend": 0, "weather": "rain", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 11.2, "traffic_index": 0.63 }, "actual": 1, "ml": { "prediction": 1, "probability": 1, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 8, "input_data": { "area": "North Lebanon", "package_type": "small_parcel", "package_weight_kg": 0.9, "is_fragile": 0, "distance_km": 7.9, "time_slot": "morning_9_12", "day_of_week": "Thursday", "is_weekend": 0, "weather": "rain", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 0, "driver_exp_years": 6.2, "traffic_index": 0.46 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9779, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 9, "input_data": { "area": "South Lebanon", "package_type": "medium_parcel", "package_weight_kg": 4.3, "is_fragile": 0, "distance_km": 2.3, "time_slot": "afternoon_3_6", "day_of_week": "Thursday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 0, "pre_confirmed": 1, "driver_exp_years": 1.2, "traffic_index": 0.46 }, "actual": 1, "ml": { "prediction": 1, "probability": 1, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 10, "input_data": { "area": "Beirut", "package_type": "small_parcel", "package_weight_kg": 1.6, "is_fragile": 0, "distance_km": 13, "time_slot": "morning_9_12", "day_of_week": "Friday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 0, "pre_confirmed": 0, "driver_exp_years": 2.7, "traffic_index": 0.86 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9304, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 11, "input_data": { "area": "Zarqa", "package_type": "cold_chain", "package_weight_kg": 3, "is_fragile": 1, "distance_km": 13.6, "time_slot": "morning_9_12", "day_of_week": "Thursday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 5.6, "traffic_index": 0.5 }, "actual": 1, "ml": { "prediction": 1, "probability": 1, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 12, "input_data": { "area": "Amman", "package_type": "fragile", "package_weight_kg": 2.4, "is_fragile": 1, "distance_km": 30.9, "time_slot": "flexible", "day_of_week": "Monday", "is_weekend": 0, "weather": "rain", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 1.7, "traffic_index": 0.43 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.7862, "confidence_label": "Medium", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 13, "input_data": { "area": "Beirut", "package_type": "document", "package_weight_kg": 0.3, "is_fragile": 0, "distance_km": 5.6, "time_slot": "morning_9_12", "day_of_week": "Saturday", "is_weekend": 1, "weather": "rain", "attempt_number": 1, "is_cod": 0, "pre_confirmed": 1, "driver_exp_years": 0.5, "traffic_index": 0.66 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9991, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 14, "input_data": { "area": "Beirut", "package_type": "medium_parcel", "package_weight_kg": 5, "is_fragile": 0, "distance_km": 4.9, "time_slot": "afternoon_3_6", "day_of_week": "Tuesday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 0, "driver_exp_years": 0.5, "traffic_index": 1 }, "actual": 1, "ml": { "prediction": 0, "probability": 0.6014, "confidence_label": "Medium", "is_correct": false, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 15, "input_data": { "area": "Beirut", "package_type": "fragile", "package_weight_kg": 2.2, "is_fragile": 1, "distance_km": 11.2, "time_slot": "afternoon_12_3", "day_of_week": "Sunday", "is_weekend": 1, "weather": "rain", "attempt_number": 1, "is_cod": 0, "pre_confirmed": 0, "driver_exp_years": 2.1, "traffic_index": 0.81 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.509, "confidence_label": "Low", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 16, "input_data": { "area": "Mount Lebanon", "package_type": "small_parcel", "package_weight_kg": 1.7, "is_fragile": 0, "distance_km": 1.1, "time_slot": "afternoon_12_3", "day_of_week": "Monday", "is_weekend": 0, "weather": "clear", "attempt_number": 2, "is_cod": 1, "pre_confirmed": 0, "driver_exp_years": 10.5, "traffic_index": 0.83 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.7938, "confidence_label": "Medium", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 17, "input_data": { "area": "North Lebanon", "package_type": "medium_parcel", "package_weight_kg": 4.6, "is_fragile": 0, "distance_km": 6.3, "time_slot": "evening_6_9", "day_of_week": "Sunday", "is_weekend": 1, "weather": "clear", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 0, "driver_exp_years": 3.5, "traffic_index": 0.57 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9841, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 18, "input_data": { "area": "Mount Lebanon", "package_type": "fragile", "package_weight_kg": 2.4, "is_fragile": 1, "distance_km": 6.3, "time_slot": "morning_9_12", "day_of_week": "Monday", "is_weekend": 0, "weather": "rain", "attempt_number": 1, "is_cod": 0, "pre_confirmed": 1, "driver_exp_years": 0.5, "traffic_index": 0.58 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9996, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 19, "input_data": { "area": "Mount Lebanon", "package_type": "document", "package_weight_kg": 1.3, "is_fragile": 0, "distance_km": 0.7, "time_slot": "afternoon_3_6", "day_of_week": "Tuesday", "is_weekend": 0, "weather": "clear", "attempt_number": 2, "is_cod": 0, "pre_confirmed": 1, "driver_exp_years": 0.6, "traffic_index": 0.59 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9939, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 20, "input_data": { "area": "North Lebanon", "package_type": "medium_parcel", "package_weight_kg": 4.1, "is_fragile": 0, "distance_km": 4.3, "time_slot": "flexible", "day_of_week": "Monday", "is_weekend": 0, "weather": "rain", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 4.4, "traffic_index": 0.4 }, "actual": 1, "ml": { "prediction": 1, "probability": 1, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 21, "input_data": { "area": "Beirut", "package_type": "small_parcel", "package_weight_kg": 1.1, "is_fragile": 0, "distance_km": 15.4, "time_slot": "afternoon_3_6", "day_of_week": "Friday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 0, "pre_confirmed": 1, "driver_exp_years": 5.5, "traffic_index": 0.51 }, "actual": 1, "ml": { "prediction": 1, "probability": 1, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 22, "input_data": { "area": "Mount Lebanon", "package_type": "fragile", "package_weight_kg": 2, "is_fragile": 1, "distance_km": 15.5, "time_slot": "flexible", "day_of_week": "Saturday", "is_weekend": 1, "weather": "clear", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 2.9, "traffic_index": 0.55 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9994, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 23, "input_data": { "area": "Mount Lebanon", "package_type": "cold_chain", "package_weight_kg": 3.4, "is_fragile": 1, "distance_km": 0.8, "time_slot": "morning_9_12", "day_of_week": "Wednesday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 3.1, "traffic_index": 0.7 }, "actual": 1, "ml": { "prediction": 1, "probability": 1, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 24, "input_data": { "area": "Mount Lebanon", "package_type": "fragile", "package_weight_kg": 3.2, "is_fragile": 1, "distance_km": 0.8, "time_slot": "afternoon_12_3", "day_of_week": "Sunday", "is_weekend": 1, "weather": "clear", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 0.5, "traffic_index": 0.48 }, "actual": 1, "ml": { "prediction": 1, "probability": 1, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 25, "input_data": { "area": "Bekaa", "package_type": "medium_parcel", "package_weight_kg": 5.2, "is_fragile": 0, "distance_km": 2.4, "time_slot": "afternoon_12_3", "day_of_week": "Thursday", "is_weekend": 0, "weather": "rain", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 5.3, "traffic_index": 0.37 }, "actual": 1, "ml": { "prediction": 1, "probability": 1, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 26, "input_data": { "area": "Beirut", "package_type": "large_parcel", "package_weight_kg": 12.5, "is_fragile": 0, "distance_km": 16.6, "time_slot": "afternoon_3_6", "day_of_week": "Thursday", "is_weekend": 0, "weather": "clear", "attempt_number": 3, "is_cod": 1, "pre_confirmed": 0, "driver_exp_years": 4.7, "traffic_index": 0.82 }, "actual": 0, "ml": { "prediction": 0, "probability": 1, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 27, "input_data": { "area": "North Lebanon", "package_type": "large_parcel", "package_weight_kg": 11.9, "is_fragile": 0, "distance_km": 1.1, "time_slot": "flexible", "day_of_week": "Saturday", "is_weekend": 1, "weather": "clear", "attempt_number": 1, "is_cod": 0, "pre_confirmed": 0, "driver_exp_years": 0.9, "traffic_index": 0.29 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9995, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 28, "input_data": { "area": "North Lebanon", "package_type": "small_parcel", "package_weight_kg": 1.1, "is_fragile": 0, "distance_km": 10.2, "time_slot": "afternoon_12_3", "day_of_week": "Tuesday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 3.7, "traffic_index": 0.35 }, "actual": 1, "ml": { "prediction": 1, "probability": 1, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 29, "input_data": { "area": "Beirut", "package_type": "large_parcel", "package_weight_kg": 11.3, "is_fragile": 0, "distance_km": 0.9, "time_slot": "afternoon_3_6", "day_of_week": "Wednesday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 0, "pre_confirmed": 0, "driver_exp_years": 0.7, "traffic_index": 0.6 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9983, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 30, "input_data": { "area": "North Lebanon", "package_type": "document", "package_weight_kg": 1.1, "is_fragile": 0, "distance_km": 7.8, "time_slot": "morning_9_12", "day_of_week": "Saturday", "is_weekend": 1, "weather": "rain", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 0, "driver_exp_years": 0.5, "traffic_index": 0.3 }, "actual": 1, "ml": { "prediction": 0, "probability": 0.9024, "confidence_label": "High", "is_correct": false, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 31, "input_data": { "area": "Beirut", "package_type": "medium_parcel", "package_weight_kg": 4.7, "is_fragile": 0, "distance_km": 3.5, "time_slot": "afternoon_3_6", "day_of_week": "Saturday", "is_weekend": 1, "weather": "clear", "attempt_number": 1, "is_cod": 0, "pre_confirmed": 1, "driver_exp_years": 0.7, "traffic_index": 0.57 }, "actual": 1, "ml": { "prediction": 1, "probability": 1, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 32, "input_data": { "area": "Beirut", "package_type": "small_parcel", "package_weight_kg": 1, "is_fragile": 0, "distance_km": 12.4, "time_slot": "afternoon_12_3", "day_of_week": "Sunday", "is_weekend": 1, "weather": "clear", "attempt_number": 2, "is_cod": 0, "pre_confirmed": 1, "driver_exp_years": 0.6, "traffic_index": 0.61 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9575, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 33, "input_data": { "area": "Zarqa", "package_type": "document", "package_weight_kg": 0.8, "is_fragile": 0, "distance_km": 2.1, "time_slot": "flexible", "day_of_week": "Saturday", "is_weekend": 1, "weather": "rain", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 1.2, "traffic_index": 0.62 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9978, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 34, "input_data": { "area": "Zarqa", "package_type": "document", "package_weight_kg": 0.1, "is_fragile": 0, "distance_km": 8.2, "time_slot": "afternoon_3_6", "day_of_week": "Monday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 0, "pre_confirmed": 0, "driver_exp_years": 1.6, "traffic_index": 0.34 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9941, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 35, "input_data": { "area": "Amman", "package_type": "medium_parcel", "package_weight_kg": 4.7, "is_fragile": 0, "distance_km": 2.2, "time_slot": "afternoon_12_3", "day_of_week": "Saturday", "is_weekend": 1, "weather": "rain", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 2.1, "traffic_index": 0.62 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9998, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 36, "input_data": { "area": "Mount Lebanon", "package_type": "small_parcel", "package_weight_kg": 1.1, "is_fragile": 0, "distance_km": 10, "time_slot": "morning_9_12", "day_of_week": "Wednesday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 1.9, "traffic_index": 0.49 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9999, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 37, "input_data": { "area": "Beirut", "package_type": "medium_parcel", "package_weight_kg": 4.8, "is_fragile": 0, "distance_km": 16.6, "time_slot": "morning_9_12", "day_of_week": "Sunday", "is_weekend": 1, "weather": "clear", "attempt_number": 3, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 0.9, "traffic_index": 0.86 }, "actual": 0, "ml": { "prediction": 0, "probability": 1, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 38, "input_data": { "area": "South Lebanon", "package_type": "document", "package_weight_kg": 0.3, "is_fragile": 0, "distance_km": 1.1, "time_slot": "afternoon_12_3", "day_of_week": "Wednesday", "is_weekend": 0, "weather": "rain", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 0.5, "traffic_index": 0.54 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9991, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 39, "input_data": { "area": "Mount Lebanon", "package_type": "small_parcel", "package_weight_kg": 0.6, "is_fragile": 0, "distance_km": 16.1, "time_slot": "afternoon_12_3", "day_of_week": "Thursday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 2.8, "traffic_index": 0.65 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9998, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 40, "input_data": { "area": "Beirut", "package_type": "medium_parcel", "package_weight_kg": 4.5, "is_fragile": 0, "distance_km": 7.2, "time_slot": "evening_6_9", "day_of_week": "Thursday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 1.5, "traffic_index": 0.76 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9998, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 41, "input_data": { "area": "Mount Lebanon", "package_type": "large_parcel", "package_weight_kg": 12.4, "is_fragile": 0, "distance_km": 1.1, "time_slot": "afternoon_3_6", "day_of_week": "Tuesday", "is_weekend": 0, "weather": "clear", "attempt_number": 3, "is_cod": 0, "pre_confirmed": 1, "driver_exp_years": 1.1, "traffic_index": 0.52 }, "actual": 1, "ml": { "prediction": 0, "probability": 0.5917, "confidence_label": "Low", "is_correct": false, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 42, "input_data": { "area": "Beirut", "package_type": "small_parcel", "package_weight_kg": 1.2, "is_fragile": 0, "distance_km": 4.5, "time_slot": "afternoon_3_6", "day_of_week": "Monday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 0, "driver_exp_years": 6.1, "traffic_index": 0.58 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.999, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 43, "input_data": { "area": "Amman", "package_type": "medium_parcel", "package_weight_kg": 4.8, "is_fragile": 0, "distance_km": 1.4, "time_slot": "morning_9_12", "day_of_week": "Saturday", "is_weekend": 1, "weather": "clear", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 4.1, "traffic_index": 0.83 }, "actual": 1, "ml": { "prediction": 1, "probability": 1, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 44, "input_data": { "area": "Beirut", "package_type": "fragile", "package_weight_kg": 2.1, "is_fragile": 1, "distance_km": 9.6, "time_slot": "evening_6_9", "day_of_week": "Saturday", "is_weekend": 1, "weather": "rain", "attempt_number": 2, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 5.9, "traffic_index": 0.63 }, "actual": 0, "ml": { "prediction": 1, "probability": 0.7527, "confidence_label": "Medium", "is_correct": false, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 45, "input_data": { "area": "South Lebanon", "package_type": "medium_parcel", "package_weight_kg": 4.5, "is_fragile": 0, "distance_km": 11.4, "time_slot": "afternoon_3_6", "day_of_week": "Monday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 2, "traffic_index": 0.46 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9999, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 46, "input_data": { "area": "Mount Lebanon", "package_type": "small_parcel", "package_weight_kg": 1, "is_fragile": 0, "distance_km": 0.9, "time_slot": "morning_9_12", "day_of_week": "Friday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 0, "pre_confirmed": 1, "driver_exp_years": 0.5, "traffic_index": 0.68 }, "actual": 1, "ml": { "prediction": 1, "probability": 1, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 47, "input_data": { "area": "North Lebanon", "package_type": "document", "package_weight_kg": 0.6, "is_fragile": 0, "distance_km": 5.6, "time_slot": "afternoon_3_6", "day_of_week": "Thursday", "is_weekend": 0, "weather": "rain", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 3.6, "traffic_index": 0.33 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9999, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 48, "input_data": { "area": "North Lebanon", "package_type": "large_parcel", "package_weight_kg": 12, "is_fragile": 0, "distance_km": 13.5, "time_slot": "afternoon_3_6", "day_of_week": "Wednesday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 0, "driver_exp_years": 0.7, "traffic_index": 0.52 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.5624, "confidence_label": "Low", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 49, "input_data": { "area": "Beirut", "package_type": "document", "package_weight_kg": 0.6, "is_fragile": 0, "distance_km": 22, "time_slot": "morning_9_12", "day_of_week": "Tuesday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 0, "pre_confirmed": 1, "driver_exp_years": 1.7, "traffic_index": 0.81 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9969, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 50, "input_data": { "area": "Zarqa", "package_type": "large_parcel", "package_weight_kg": 12.4, "is_fragile": 0, "distance_km": 5.8, "time_slot": "afternoon_12_3", "day_of_week": "Saturday", "is_weekend": 1, "weather": "rain", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 0, "driver_exp_years": 0.5, "traffic_index": 0.66 }, "actual": 0, "ml": { "prediction": 0, "probability": 0.7766, "confidence_label": "Medium", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 51, "input_data": { "area": "Bekaa", "package_type": "medium_parcel", "package_weight_kg": 4.8, "is_fragile": 0, "distance_km": 24, "time_slot": "afternoon_3_6", "day_of_week": "Friday", "is_weekend": 0, "weather": "rain", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 5.2, "traffic_index": 0.26 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9992, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 52, "input_data": { "area": "Zarqa", "package_type": "fragile", "package_weight_kg": 2.6, "is_fragile": 1, "distance_km": 6.1, "time_slot": "morning_9_12", "day_of_week": "Thursday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 0, "driver_exp_years": 0.5, "traffic_index": 0.3 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.8486, "confidence_label": "Medium", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 53, "input_data": { "area": "Amman", "package_type": "large_parcel", "package_weight_kg": 11.6, "is_fragile": 0, "distance_km": 4, "time_slot": "flexible", "day_of_week": "Thursday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 0, "driver_exp_years": 7, "traffic_index": 0.54 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9996, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 54, "input_data": { "area": "North Lebanon", "package_type": "cold_chain", "package_weight_kg": 3, "is_fragile": 1, "distance_km": 15.1, "time_slot": "evening_6_9", "day_of_week": "Monday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 6, "traffic_index": 0.43 }, "actual": 1, "ml": { "prediction": 1, "probability": 1, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 55, "input_data": { "area": "Zarqa", "package_type": "small_parcel", "package_weight_kg": 1, "is_fragile": 0, "distance_km": 5.4, "time_slot": "afternoon_3_6", "day_of_week": "Wednesday", "is_weekend": 0, "weather": "clear", "attempt_number": 3, "is_cod": 0, "pre_confirmed": 1, "driver_exp_years": 1.9, "traffic_index": 0.46 }, "actual": 1, "ml": { "prediction": 0, "probability": 0.54, "confidence_label": "Low", "is_correct": false, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 56, "input_data": { "area": "Beirut", "package_type": "large_parcel", "package_weight_kg": 11.9, "is_fragile": 0, "distance_km": 5.1, "time_slot": "afternoon_12_3", "day_of_week": "Tuesday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 4.1, "traffic_index": 0.67 }, "actual": 1, "ml": { "prediction": 1, "probability": 1, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 57, "input_data": { "area": "Beirut", "package_type": "small_parcel", "package_weight_kg": 1.1, "is_fragile": 0, "distance_km": 5.4, "time_slot": "afternoon_12_3", "day_of_week": "Tuesday", "is_weekend": 0, "weather": "rain", "attempt_number": 1, "is_cod": 0, "pre_confirmed": 0, "driver_exp_years": 2.9, "traffic_index": 0.49 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9948, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 58, "input_data": { "area": "Beirut", "package_type": "medium_parcel", "package_weight_kg": 4.1, "is_fragile": 0, "distance_km": 15, "time_slot": "afternoon_3_6", "day_of_week": "Friday", "is_weekend": 0, "weather": "storm", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 4.9, "traffic_index": 0.78 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9756, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 59, "input_data": { "area": "Mount Lebanon", "package_type": "medium_parcel", "package_weight_kg": 3.7, "is_fragile": 0, "distance_km": 14.3, "time_slot": "afternoon_3_6", "day_of_week": "Sunday", "is_weekend": 1, "weather": "rain", "attempt_number": 3, "is_cod": 1, "pre_confirmed": 0, "driver_exp_years": 1.7, "traffic_index": 0.79 }, "actual": 0, "ml": { "prediction": 0, "probability": 1, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 60, "input_data": { "area": "Mount Lebanon", "package_type": "large_parcel", "package_weight_kg": 11.7, "is_fragile": 0, "distance_km": 4.1, "time_slot": "morning_9_12", "day_of_week": "Wednesday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 0, "pre_confirmed": 1, "driver_exp_years": 4.6, "traffic_index": 0.61 }, "actual": 1, "ml": { "prediction": 1, "probability": 1, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 61, "input_data": { "area": "Beirut", "package_type": "cold_chain", "package_weight_kg": 3.1, "is_fragile": 1, "distance_km": 3.2, "time_slot": "afternoon_3_6", "day_of_week": "Tuesday", "is_weekend": 0, "weather": "rain", "attempt_number": 1, "is_cod": 0, "pre_confirmed": 1, "driver_exp_years": 1.9, "traffic_index": 0.79 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9999, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 62, "input_data": { "area": "Amman", "package_type": "large_parcel", "package_weight_kg": 11.5, "is_fragile": 0, "distance_km": 5.4, "time_slot": "evening_6_9", "day_of_week": "Thursday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 8.5, "traffic_index": 0.67 }, "actual": 1, "ml": { "prediction": 1, "probability": 1, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 63, "input_data": { "area": "Mount Lebanon", "package_type": "small_parcel", "package_weight_kg": 1.2, "is_fragile": 0, "distance_km": 6.8, "time_slot": "afternoon_12_3", "day_of_week": "Saturday", "is_weekend": 1, "weather": "clear", "attempt_number": 1, "is_cod": 0, "pre_confirmed": 0, "driver_exp_years": 2, "traffic_index": 0.6 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9979, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 64, "input_data": { "area": "Mount Lebanon", "package_type": "small_parcel", "package_weight_kg": 2, "is_fragile": 0, "distance_km": 2.2, "time_slot": "morning_9_12", "day_of_week": "Friday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 1.9, "traffic_index": 0.66 }, "actual": 1, "ml": { "prediction": 1, "probability": 1, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 65, "input_data": { "area": "North Lebanon", "package_type": "medium_parcel", "package_weight_kg": 4.9, "is_fragile": 0, "distance_km": 12.6, "time_slot": "evening_6_9", "day_of_week": "Saturday", "is_weekend": 1, "weather": "clear", "attempt_number": 1, "is_cod": 0, "pre_confirmed": 0, "driver_exp_years": 4.6, "traffic_index": 0.45 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9993, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 66, "input_data": { "area": "Beirut", "package_type": "small_parcel", "package_weight_kg": 1.9, "is_fragile": 0, "distance_km": 5.3, "time_slot": "morning_9_12", "day_of_week": "Thursday", "is_weekend": 0, "weather": "rain", "attempt_number": 1, "is_cod": 0, "pre_confirmed": 1, "driver_exp_years": 5.2, "traffic_index": 0.68 }, "actual": 1, "ml": { "prediction": 1, "probability": 1, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 67, "input_data": { "area": "Amman", "package_type": "document", "package_weight_kg": 0.5, "is_fragile": 0, "distance_km": 3.3, "time_slot": "afternoon_12_3", "day_of_week": "Friday", "is_weekend": 0, "weather": "clear", "attempt_number": 3, "is_cod": 1, "pre_confirmed": 0, "driver_exp_years": 2.4, "traffic_index": 0.5 }, "actual": 0, "ml": { "prediction": 0, "probability": 1, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 68, "input_data": { "area": "Beirut", "package_type": "small_parcel", "package_weight_kg": 1.7, "is_fragile": 0, "distance_km": 0.9, "time_slot": "morning_9_12", "day_of_week": "Monday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 0.6, "traffic_index": 0.69 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9999, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 69, "input_data": { "area": "Irbid", "package_type": "small_parcel", "package_weight_kg": 0.9, "is_fragile": 0, "distance_km": 2.2, "time_slot": "afternoon_12_3", "day_of_week": "Wednesday", "is_weekend": 0, "weather": "storm", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 0, "driver_exp_years": 1.9, "traffic_index": 0.39 }, "actual": 1, "ml": { "prediction": 0, "probability": 0.5307, "confidence_label": "Low", "is_correct": false, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 70, "input_data": { "area": "Bekaa", "package_type": "small_parcel", "package_weight_kg": 0.9, "is_fragile": 0, "distance_km": 23.9, "time_slot": "evening_6_9", "day_of_week": "Wednesday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 0, "pre_confirmed": 1, "driver_exp_years": 10.3, "traffic_index": 0.28 }, "actual": 1, "ml": { "prediction": 1, "probability": 1, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 71, "input_data": { "area": "Beirut", "package_type": "small_parcel", "package_weight_kg": 0.1, "is_fragile": 0, "distance_km": 2.9, "time_slot": "afternoon_3_6", "day_of_week": "Thursday", "is_weekend": 0, "weather": "rain", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 4.2, "traffic_index": 0.76 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9999, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 72, "input_data": { "area": "Beirut", "package_type": "document", "package_weight_kg": 0.8, "is_fragile": 0, "distance_km": 1.5, "time_slot": "morning_9_12", "day_of_week": "Sunday", "is_weekend": 1, "weather": "clear", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 5, "traffic_index": 0.77 }, "actual": 1, "ml": { "prediction": 1, "probability": 1, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 73, "input_data": { "area": "Amman", "package_type": "document", "package_weight_kg": 0.9, "is_fragile": 0, "distance_km": 4.9, "time_slot": "evening_6_9", "day_of_week": "Saturday", "is_weekend": 1, "weather": "clear", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 0, "driver_exp_years": 0.5, "traffic_index": 0.7 }, "actual": 0, "ml": { "prediction": 0, "probability": 0.6703, "confidence_label": "Medium", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 74, "input_data": { "area": "South Lebanon", "package_type": "cold_chain", "package_weight_kg": 2.8, "is_fragile": 1, "distance_km": 2.9, "time_slot": "evening_6_9", "day_of_week": "Monday", "is_weekend": 0, "weather": "rain", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 1.9, "traffic_index": 0.53 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.999, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 75, "input_data": { "area": "Bekaa", "package_type": "small_parcel", "package_weight_kg": 1.1, "is_fragile": 0, "distance_km": 0.5, "time_slot": "evening_6_9", "day_of_week": "Tuesday", "is_weekend": 0, "weather": "clear", "attempt_number": 2, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 3.1, "traffic_index": 0.33 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9988, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 76, "input_data": { "area": "Bekaa", "package_type": "small_parcel", "package_weight_kg": 0.9, "is_fragile": 0, "distance_km": 3.1, "time_slot": "afternoon_12_3", "day_of_week": "Wednesday", "is_weekend": 0, "weather": "clear", "attempt_number": 3, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 5.3, "traffic_index": 0.16 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.8595, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 77, "input_data": { "area": "Beirut", "package_type": "medium_parcel", "package_weight_kg": 4.7, "is_fragile": 0, "distance_km": 6.3, "time_slot": "afternoon_12_3", "day_of_week": "Tuesday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 0, "pre_confirmed": 0, "driver_exp_years": 0.5, "traffic_index": 0.68 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9879, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 78, "input_data": { "area": "Mount Lebanon", "package_type": "small_parcel", "package_weight_kg": 1.6, "is_fragile": 0, "distance_km": 6.4, "time_slot": "flexible", "day_of_week": "Thursday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 5.7, "traffic_index": 0.56 }, "actual": 1, "ml": { "prediction": 1, "probability": 1, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 79, "input_data": { "area": "Beirut", "package_type": "fragile", "package_weight_kg": 1.8, "is_fragile": 1, "distance_km": 3.5, "time_slot": "evening_6_9", "day_of_week": "Saturday", "is_weekend": 1, "weather": "clear", "attempt_number": 3, "is_cod": 0, "pre_confirmed": 1, "driver_exp_years": 2.4, "traffic_index": 0.5 }, "actual": 0, "ml": { "prediction": 0, "probability": 0.7843, "confidence_label": "Medium", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 80, "input_data": { "area": "Amman", "package_type": "large_parcel", "package_weight_kg": 12.2, "is_fragile": 0, "distance_km": 4.7, "time_slot": "morning_9_12", "day_of_week": "Sunday", "is_weekend": 1, "weather": "clear", "attempt_number": 2, "is_cod": 1, "pre_confirmed": 0, "driver_exp_years": 0.7, "traffic_index": 0.77 }, "actual": 0, "ml": { "prediction": 0, "probability": 0.9994, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 81, "input_data": { "area": "South Lebanon", "package_type": "document", "package_weight_kg": 0.2, "is_fragile": 0, "distance_km": 26.9, "time_slot": "morning_9_12", "day_of_week": "Friday", "is_weekend": 0, "weather": "clear", "attempt_number": 2, "is_cod": 0, "pre_confirmed": 0, "driver_exp_years": 1.1, "traffic_index": 0.4 }, "actual": 0, "ml": { "prediction": 0, "probability": 0.9998, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 82, "input_data": { "area": "Mount Lebanon", "package_type": "small_parcel", "package_weight_kg": 1.2, "is_fragile": 0, "distance_km": 3.8, "time_slot": "afternoon_12_3", "day_of_week": "Saturday", "is_weekend": 1, "weather": "rain", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 1, "traffic_index": 0.6 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9995, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 83, "input_data": { "area": "Beirut", "package_type": "large_parcel", "package_weight_kg": 12.2, "is_fragile": 0, "distance_km": 2.4, "time_slot": "flexible", "day_of_week": "Thursday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 0, "driver_exp_years": 2.3, "traffic_index": 0.88 }, "actual": 0, "ml": { "prediction": 1, "probability": 0.8898, "confidence_label": "High", "is_correct": false, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 84, "input_data": { "area": "Mount Lebanon", "package_type": "fragile", "package_weight_kg": 2.4, "is_fragile": 1, "distance_km": 2.2, "time_slot": "afternoon_3_6", "day_of_week": "Tuesday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 0, "pre_confirmed": 0, "driver_exp_years": 0.5, "traffic_index": 0.47 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9967, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 85, "input_data": { "area": "Mount Lebanon", "package_type": "small_parcel", "package_weight_kg": 1.2, "is_fragile": 0, "distance_km": 4.9, "time_slot": "afternoon_3_6", "day_of_week": "Thursday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 0, "pre_confirmed": 1, "driver_exp_years": 0.5, "traffic_index": 0.62 }, "actual": 1, "ml": { "prediction": 1, "probability": 1, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 86, "input_data": { "area": "Bekaa", "package_type": "medium_parcel", "package_weight_kg": 4.4, "is_fragile": 0, "distance_km": 11.4, "time_slot": "morning_9_12", "day_of_week": "Thursday", "is_weekend": 0, "weather": "rain", "attempt_number": 1, "is_cod": 0, "pre_confirmed": 1, "driver_exp_years": 5, "traffic_index": 0.31 }, "actual": 1, "ml": { "prediction": 1, "probability": 1, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 87, "input_data": { "area": "South Lebanon", "package_type": "small_parcel", "package_weight_kg": 1.6, "is_fragile": 0, "distance_km": 1.8, "time_slot": "afternoon_3_6", "day_of_week": "Friday", "is_weekend": 0, "weather": "rain", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 0, "driver_exp_years": 0.5, "traffic_index": 0.36 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.7653, "confidence_label": "Medium", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 88, "input_data": { "area": "Amman", "package_type": "cold_chain", "package_weight_kg": 3.2, "is_fragile": 1, "distance_km": 9.9, "time_slot": "evening_6_9", "day_of_week": "Tuesday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 0.8, "traffic_index": 0.51 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9988, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 89, "input_data": { "area": "Mount Lebanon", "package_type": "small_parcel", "package_weight_kg": 1.3, "is_fragile": 0, "distance_km": 0.5, "time_slot": "afternoon_12_3", "day_of_week": "Wednesday", "is_weekend": 0, "weather": "rain", "attempt_number": 1, "is_cod": 0, "pre_confirmed": 0, "driver_exp_years": 1.8, "traffic_index": 0.75 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9887, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 90, "input_data": { "area": "Beirut", "package_type": "fragile", "package_weight_kg": 2, "is_fragile": 1, "distance_km": 4.3, "time_slot": "evening_6_9", "day_of_week": "Wednesday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 0, "driver_exp_years": 2.2, "traffic_index": 0.67 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.8792, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 91, "input_data": { "area": "South Lebanon", "package_type": "medium_parcel", "package_weight_kg": 4.3, "is_fragile": 0, "distance_km": 12, "time_slot": "flexible", "day_of_week": "Sunday", "is_weekend": 1, "weather": "clear", "attempt_number": 3, "is_cod": 0, "pre_confirmed": 0, "driver_exp_years": 4.3, "traffic_index": 0.46 }, "actual": 0, "ml": { "prediction": 0, "probability": 0.9997, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 92, "input_data": { "area": "Bekaa", "package_type": "medium_parcel", "package_weight_kg": 4.9, "is_fragile": 0, "distance_km": 3.3, "time_slot": "morning_9_12", "day_of_week": "Wednesday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 1.8, "traffic_index": 0.09 }, "actual": 1, "ml": { "prediction": 1, "probability": 1, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 93, "input_data": { "area": "North Lebanon", "package_type": "medium_parcel", "package_weight_kg": 4.5, "is_fragile": 0, "distance_km": 6.6, "time_slot": "afternoon_3_6", "day_of_week": "Friday", "is_weekend": 0, "weather": "clear", "attempt_number": 2, "is_cod": 1, "pre_confirmed": 0, "driver_exp_years": 4.7, "traffic_index": 0.54 }, "actual": 0, "ml": { "prediction": 0, "probability": 0.9062, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 94, "input_data": { "area": "Bekaa", "package_type": "small_parcel", "package_weight_kg": 1.5, "is_fragile": 0, "distance_km": 1.8, "time_slot": "afternoon_12_3", "day_of_week": "Friday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 0, "pre_confirmed": 0, "driver_exp_years": 2.9, "traffic_index": 0.45 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9999, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 95, "input_data": { "area": "Mount Lebanon", "package_type": "small_parcel", "package_weight_kg": 1.9, "is_fragile": 0, "distance_km": 10.8, "time_slot": "evening_6_9", "day_of_week": "Tuesday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 1, "pre_confirmed": 1, "driver_exp_years": 0.5, "traffic_index": 0.56 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.9996, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 96, "input_data": { "area": "North Lebanon", "package_type": "small_parcel", "package_weight_kg": 1.6, "is_fragile": 0, "distance_km": 0.5, "time_slot": "afternoon_3_6", "day_of_week": "Thursday", "is_weekend": 0, "weather": "storm", "attempt_number": 3, "is_cod": 0, "pre_confirmed": 1, "driver_exp_years": 0.5, "traffic_index": 0.37 }, "actual": 0, "ml": { "prediction": 0, "probability": 0.9951, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 97, "input_data": { "area": "Mount Lebanon", "package_type": "small_parcel", "package_weight_kg": 1.2, "is_fragile": 0, "distance_km": 15.3, "time_slot": "afternoon_3_6", "day_of_week": "Saturday", "is_weekend": 1, "weather": "rain", "attempt_number": 1, "is_cod": 0, "pre_confirmed": 0, "driver_exp_years": 1.7, "traffic_index": 0.6 }, "actual": 1, "ml": { "prediction": 1, "probability": 0.6443, "confidence_label": "Medium", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null }, { "row_index": 98, "input_data": { "area": "Beirut", "package_type": "large_parcel", "package_weight_kg": 11.8, "is_fragile": 0, "distance_km": 1.8, "time_slot": "evening_6_9", "day_of_week": "Wednesday", "is_weekend": 0, "weather": "clear", "attempt_number": 1, "is_cod": 0, "pre_confirmed": 1, "driver_exp_years": 1.5, "traffic_index": 0.99 }, "actual": 1, "ml": { "prediction": 1, "probability": 1, "confidence_label": "High", "is_correct": true, "top_factors": [ { "feature": "attempt_number", "importance": 0.2567 }, { "feature": "pre_confirmed", "importance": 0.2014 }, { "feature": "driver_exp_years", "importance": 0.119 }, { "feature": "distance_km", "importance": 0.1052 }, { "feature": "weather", "importance": 0.0938 } ] }, "openai": null } ] }