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det_curve — scikit-learn 1.6.1 documentation
y_score ndarray of shape of (n_samples,) Target scores, can...sklearn.metrics. det_curve ( y_true , y_score , pos_label = None , sample_weight...scikit-learn.org/stable/modules/generated/sklearn.metrics.det_curve.html -
HistGradientBoostingClassifier — scikit-learn 1...
train_score_ ndarray, shape (n_iter_+1,) The scores at each...iteration. Scores are computed according to the scoring parameter....scikit-learn.org/stable/modules/generated/sklearn.ensemble.HistGradientBoostingClassifier.html -
Non-negative least squares — scikit-learn 1.6.1...
( "NNLS R2 score" , r2_score_nnls ) NNLS R2 score 0.8225220806196525...print ( "OLS R2 score" , r2_score_ols ) OLS R2 score 0.7436926291700353...scikit-learn.org/stable/auto_examples/linear_model/plot_nnls.html -
roc_curve — scikit-learn 1.6.1 documentation
y_score array-like of shape (n_samples,) Target scores, can...sklearn.metrics. roc_curve ( y_true , y_score , * , pos_label = None , sample_weight...scikit-learn.org/stable/modules/generated/sklearn.metrics.roc_curve.html -
QuantileRegressor — scikit-learn 1.6.1 document...
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.linear_model.QuantileRegressor.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 -
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 -
1.13. Feature selection — scikit-learn 1.6.1 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 -
CCA — scikit-learn 1.6.1 documentation
Return x_scores if Y is not given, (x_scores, y_scores) otherwise....Return x_scores if Y is not given, (x_scores, y_scores) otherwise....scikit-learn.org/stable/modules/generated/sklearn.cross_decomposition.CCA.html -
TransformedTargetRegressor — scikit-learn 1.6.1...
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.compose.TransformedTargetRegressor.html