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Evaluation of outlier detection estimators — sc...
returns the average outlier score of X. from time import perf_counter... : estimator . fit ( X ) y_score = estimator [ - 1 ] . negative_outlier_factor_...scikit-learn.org/stable/auto_examples/miscellaneous/plot_outlier_detection_bench.html -
Search API group | App Search documentation [8....
containing the field name or _score as the key and the value as..."park_redwood" }, "_meta": { "score": 3.6536791 }, "_group": [ {...www.elastic.co/guide/en/app-search/current/grouping.html -
ExtraTreeRegressor — scikit-learn 1.7.2 documen...
Notes The \(R^2\) score used when calling score on a regressor uses...default value of r2_score . This influences the score method of all...scikit-learn.org/stable/modules/generated/sklearn.tree.ExtraTreeRegressor.html -
Metadata Routing — scikit-learn 1.7.2 documenta...
add ( caller = "score" , callee = "score" ), ) return router...'predict'}, {'callee': 'score', 'caller': 'score'}], 'router': {'fit':...scikit-learn.org/stable/auto_examples/miscellaneous/plot_metadata_routing.html -
Tweedie regression on insurance claims — scikit...
"score" ): continue score = estimator . score ( X , y...subset_label , "metric" : score_label , "score" : score }) res = ( pd ....scikit-learn.org/stable/auto_examples/linear_model/plot_tweedie_regression_insurance_claims.html -
Adjustment for chance in clustering performance...
( score_name , score_func ) in zip ( "d^vx.," , score_funcs...): scores = fixed_classes_uniform_labelings_scores ( score_func...scikit-learn.org/stable/auto_examples/cluster/plot_adjusted_for_chance_measures.html -
Outlier detection with Local Outlier Factor (LO...
outlier scores radius = ( X_scores . max () - X_scores ) / ( X_scores...X_scores . max () - X_scores . min ()) scatter = plt . scatter...scikit-learn.org/stable/auto_examples/neighbors/plot_lof_outlier_detection.html -
3.2. Tuning the hyper-parameters of an estimato...
cy_score for classification and sklearn.metrics.r2_score for...accuracy score is often uninformative), see Which scoring function...scikit-learn.org/stable/modules/grid_search.html -
1.13. Feature selection — scikit-learn 1.7.2 do...
input a scoring function that returns univariate scores and p-values...to provide a score_func where y=None . The score_func should use...scikit-learn.org/stable/modules/feature_selection.html -
Custom refit strategy of a grid search with cro...
define the scores to select the best candidate. scores = [ "precision"...(), tuned_parameters , scoring = scores , refit = refit_strategy...scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_digits.html