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Lagged features for time series forecasting — s...
cross_val_score cv_mape_scores = - cross_val_score ( model ,...)[ 1 ] scores = consolidate_scores ( cv_results , scores , metric...scikit-learn.org/stable/auto_examples/applications/plot_time_series_lagged_features.html -
CCA — scikit-learn 1.7.2 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 -
Clustering text documents using k-means — sciki...
} for score_name , score_values in scores . items (): mean_score...mean_score , std_score = np . mean ( score_values ), np . std...scikit-learn.org/stable/auto_examples/text/plot_document_clustering.html -
PLSRegression — scikit-learn 1.7.2 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.PLSRegression.html -
Non-negative least squares — scikit-learn 1.7.2...
( "NNLS R2 score" , r2_score_nnls ) NNLS R2 score 0.8225220806196525...print ( "OLS R2 score" , r2_score_ols ) OLS R2 score 0.7436926291700354...scikit-learn.org/stable/auto_examples/linear_model/plot_nnls.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 -
Imputing missing values before building an esti...
regressor scores = cross_val_score ( estimator , X , y , scoring = ...and score # Now we will write a function which will score the...scikit-learn.org/stable/auto_examples/impute/plot_missing_values.html -
RFECV — scikit-learn 1.7.2 documentation
score ( X , y , ** score_params ) [source] # Score using...5-fold. scoring str or callable, default=None Scoring method to...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.RFECV.html -
SelectPercentile — scikit-learn 1.7.2 documenta...
feature scores, None if score_func returned only scores. n_features_in_...arrays (scores, pvalues) or a single array with scores. Default...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SelectPercentile.html -
BaggingRegressor — scikit-learn 1.7.2 documenta...
oob_score_ float Score of the training dataset...Notes The \(R^2\) score used when calling score on a regressor uses...scikit-learn.org/stable/modules/generated/sklearn.ensemble.BaggingRegressor.html