77 lines
2.0 KiB
JSON
77 lines
2.0 KiB
JSON
{
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"best_model": "Gradient Boosting",
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"test_mae": 2.715735914594871,
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"test_rmse": 4.8725908385837755,
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"test_r2": 0.47268268124245805,
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"val_mae": 2.9036818323527176,
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"val_r2": 0.14702091178419308,
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"train_size": 304,
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"val_size": 66,
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"test_size": 66,
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"n_features": 63,
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"feature_names": [
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"so_ca_cua_toa",
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"num_tasks",
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"num_cleaning_tasks",
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"num_trash_collection_tasks",
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"num_monitoring_tasks",
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"num_room_cleaning_tasks",
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"num_deep_cleaning_tasks",
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"num_maintenance_tasks",
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"num_support_tasks",
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"num_other_tasks",
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"num_wc_tasks",
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"num_hallway_tasks",
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"num_lobby_tasks",
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"num_patient_room_tasks",
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"num_clinic_room_tasks",
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"num_surgery_room_tasks",
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"num_outdoor_tasks",
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"num_elevator_tasks",
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"num_office_tasks",
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"num_technical_room_tasks",
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"cleaning_ratio",
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"trash_collection_ratio",
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"monitoring_ratio",
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"room_cleaning_ratio",
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"area_diversity",
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"task_complexity_score",
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"loai_hinh",
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"muc_do_luu_luong",
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"so_tang",
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"so_cua_thang_may",
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"dien_tich_ngoai_canh",
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"dien_tich_sanh",
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"dien_tich_hanh_lang",
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"dien_tich_wc",
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"dien_tich_phong",
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"dien_tich_tham",
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"doc_ham",
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"vien_phan_quang",
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"op_tuong",
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"op_chan_tuong",
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"ranh_thoat_nuoc",
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"dien_tich_kinh",
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"hour_start",
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"hour_end",
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"work_hours_numeric",
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"is_morning_shift",
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"is_afternoon_shift",
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"is_evening_shift",
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"is_night_shift",
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"tasks_per_hour",
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"tasks_per_floor",
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"wc_per_floor",
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"cleaning_workload",
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"total_area",
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"area_per_floor",
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"has_special_areas",
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"loai_ca_24/24",
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"loai_ca_Ca chiều",
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"loai_ca_Ca gãy",
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"loai_ca_Ca sáng",
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"loai_ca_Ca đêm",
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"loai_ca_Hành chính",
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"loai_ca_Part time"
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]
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} |