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Browse files- model_metadata.json +145 -0
- scaler.joblib +3 -0
- xgboost_model.json +0 -0
model_metadata.json
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{
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"feature_names": [
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"Age",
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"G",
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"GS",
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"MP",
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"FG",
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"FGA",
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"FG_1",
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"3P",
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"3PA",
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"3P_1",
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"2P",
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"2PA",
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"2P_1",
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"eFG",
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"FT",
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"FTA",
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"FT_1",
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"ORB",
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"DRB",
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"TRB",
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"AST",
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"STL",
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"BLK",
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"TOV",
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"PF",
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"Pos_encoded",
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"Team_encoded",
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"Age_category_encoded",
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"Points_per_minute",
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"Efficiency",
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"Usage_rate",
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"PTS_lag_1",
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"PTS_lag_2",
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"PTS_lag_3",
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"TRB_lag_1",
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"TRB_lag_2",
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"TRB_lag_3",
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"AST_lag_1",
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"AST_lag_2",
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"AST_lag_3",
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"FG_1_lag_1",
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"FG_1_lag_2",
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"FG_1_lag_3",
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"FT_1_lag_1",
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"FT_1_lag_2",
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"FT_1_lag_3",
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"MP_lag_1",
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"MP_lag_2",
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"MP_lag_3",
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"STL_lag_1",
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| 53 |
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"STL_lag_2",
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"STL_lag_3",
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"BLK_lag_1",
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| 56 |
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"BLK_lag_2",
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| 57 |
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"BLK_lag_3",
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| 58 |
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"Points_per_minute_lag_1",
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| 59 |
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"Points_per_minute_lag_2",
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"Points_per_minute_lag_3",
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| 61 |
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"Efficiency_lag_1",
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| 62 |
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"Efficiency_lag_2",
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"Efficiency_lag_3",
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| 64 |
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"Usage_rate_lag_1",
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"Usage_rate_lag_2",
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| 66 |
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"Usage_rate_lag_3",
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| 67 |
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"PTS_rolling_2",
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| 68 |
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"PTS_rolling_3",
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| 69 |
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"TRB_rolling_2",
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| 70 |
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"TRB_rolling_3",
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| 71 |
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"AST_rolling_2",
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| 72 |
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"AST_rolling_3",
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| 73 |
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"FG_1_rolling_2",
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| 74 |
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"FG_1_rolling_3",
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| 75 |
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"FT_1_rolling_2",
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| 76 |
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"FT_1_rolling_3",
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| 77 |
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"MP_rolling_2",
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| 78 |
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"MP_rolling_3",
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| 79 |
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"STL_rolling_2",
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| 80 |
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"STL_rolling_3",
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| 81 |
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"BLK_rolling_2",
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| 82 |
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"BLK_rolling_3",
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| 83 |
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"Points_per_minute_rolling_2",
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| 84 |
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"Points_per_minute_rolling_3",
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| 85 |
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"Efficiency_rolling_2",
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| 86 |
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"Efficiency_rolling_3",
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| 87 |
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"Usage_rate_rolling_2",
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"Usage_rate_rolling_3",
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| 89 |
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"PTS_trend",
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"TRB_trend",
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| 91 |
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"AST_trend",
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| 92 |
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"FG_1_trend",
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"FT_1_trend",
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"MP_trend",
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"STL_trend",
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| 96 |
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"BLK_trend",
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| 97 |
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"Points_per_minute_trend",
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"Efficiency_trend",
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"Usage_rate_trend"
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],
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"target_column": "PTS",
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"model_type": "XGBRegressor",
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"model_params": {
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"objective": "reg:squarederror",
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"base_score": null,
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"booster": null,
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| 107 |
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"callbacks": null,
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| 108 |
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"colsample_bylevel": null,
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| 109 |
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"colsample_bynode": null,
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| 110 |
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"colsample_bytree": 1.0,
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| 111 |
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"device": null,
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| 112 |
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"early_stopping_rounds": null,
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| 113 |
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"enable_categorical": false,
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| 114 |
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"eval_metric": null,
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| 115 |
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"feature_types": null,
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| 116 |
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"feature_weights": null,
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| 117 |
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"gamma": null,
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| 118 |
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"grow_policy": null,
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| 119 |
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"importance_type": null,
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| 120 |
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"interaction_constraints": null,
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| 121 |
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"learning_rate": 0.1,
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| 122 |
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"max_bin": null,
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| 123 |
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"max_cat_threshold": null,
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| 124 |
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"max_cat_to_onehot": null,
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| 125 |
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"max_delta_step": null,
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| 126 |
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"max_depth": 3,
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| 127 |
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"max_leaves": null,
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| 128 |
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"min_child_weight": null,
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| 129 |
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"missing": NaN,
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| 130 |
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"monotone_constraints": null,
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| 131 |
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"multi_strategy": null,
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| 132 |
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"n_estimators": 300,
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| 133 |
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"n_jobs": -1,
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| 134 |
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"num_parallel_tree": null,
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| 135 |
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"random_state": 42,
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| 136 |
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"reg_alpha": null,
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| 137 |
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"reg_lambda": null,
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| 138 |
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"sampling_method": null,
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| 139 |
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"scale_pos_weight": null,
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| 140 |
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"subsample": 1.0,
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| 141 |
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"tree_method": null,
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| 142 |
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"validate_parameters": null,
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| 143 |
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"verbosity": null
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| 144 |
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}
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}
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scaler.joblib
ADDED
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@@ -0,0 +1,3 @@
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:0efa805a260525a8dc2a305bf5850a8ecea073e5d7122965f1982df31706432a
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| 3 |
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size 129
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xgboost_model.json
ADDED
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The diff for this file is too large to render.
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