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| Hyperparameter | Value |
|---|---|
| cv | |
| estimators | [('knn@5', Pipeline(steps=[('select_cols', ColumnTransformer(transformers=[('long_and_lat', 'passthrough', ['Longitude', 'Latitude'])])), ('knn', KNeighborsRegressor())]))] |
| final_estimator__alpha | 0.9 |
| final_estimator__ccp_alpha | 0.0 |
| final_estimator__criterion | friedman_mse |
| final_estimator__init | |
| final_estimator__learning_rate | 0.1 |
| final_estimator__loss | squared_error |
| final_estimator__max_depth | 3 |
| final_estimator__max_features | |
| final_estimator__max_leaf_nodes | |
| final_estimator__min_impurity_decrease | 0.0 |
| final_estimator__min_samples_leaf | 1 |
| final_estimator__min_samples_split | 2 |
| final_estimator__min_weight_fraction_leaf | 0.0 |
| final_estimator__n_estimators | 500 |
| final_estimator__n_iter_no_change | |
| final_estimator__random_state | 0 |
| final_estimator__subsample | 1.0 |
| final_estimator__tol | 0.0001 |
| final_estimator__validation_fraction | 0.1 |
| final_estimator__verbose | 0 |
| final_estimator__warm_start | False |
| final_estimator | GradientBoostingRegressor(n_estimators=500, random_state=0) |
| n_jobs | |
| passthrough | True |
| verbose | 0 |
| knn@5 | Pipeline(steps=[('select_cols', ColumnTransformer(transformers=[('long_and_lat', 'passthrough', ['Longitude', 'Latitude'])])), ('knn', KNeighborsRegressor())]) |
| knn@5__memory | |
| knn@5__steps | [('select_cols', ColumnTransformer(transformers=[('long_and_lat', 'passthrough', ['Longitude', 'Latitude'])])), ('knn', KNeighborsRegressor())] |
| knn@5__verbose | False |
| knn@5__select_cols | ColumnTransformer(transformers=[('long_and_lat', 'passthrough', ['Longitude', 'Latitude'])]) |
| knn@5__knn | KNeighborsRegressor() |
| knn@5__select_cols__n_jobs | |
| knn@5__select_cols__remainder | drop |
| knn@5__select_cols__sparse_threshold | 0.3 |
| knn@5__select_cols__transformer_weights | |
| knn@5__select_cols__transformers | [('long_and_lat', 'passthrough', ['Longitude', 'Latitude'])] |
| knn@5__select_cols__verbose | False |
| knn@5__select_cols__verbose_feature_names_out | True |
| knn@5__select_cols__long_and_lat | passthrough |
| knn@5__knn__algorithm | auto |
| knn@5__knn__leaf_size | 30 |
| knn@5__knn__metric | minkowski |
| knn@5__knn__metric_params | |
| knn@5__knn__n_jobs | |
| knn@5__knn__n_neighbors | 5 |
| knn@5__knn__p | 2 |
| knn@5__knn__weights | uniform |
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