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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 -
PLSRegression — scikit-learn 1.5.2 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 -
DensityMixin — scikit-learn 1.5.2 documentation
"score" ) True score ( X , y = None ) [source]...defaulting to "DensityEstimator" ; score method that default that do...scikit-learn.org/stable/modules/generated/sklearn.base.DensityMixin.html -
coverage_error — scikit-learn 1.5.2 documentation
y_score , * , sample_weight = None )...need to go through the ranked scores to cover all true labels. The...scikit-learn.org/stable/modules/generated/sklearn.metrics.coverage_error.html -
label_ranking_loss — scikit-learn 1.5.2 documen...
y_score , * , sample_weight = None )...incorrectly ordered given y_score weighted by the size of the...scikit-learn.org/stable/modules/generated/sklearn.metrics.label_ranking_loss.html -
Selecting the number of clusters with silhouett...
with below average silhouette scores and also due to wide fluctuations...= 2 The average silhouette_score is : 0.7049787496083262 For...scikit-learn.org/stable/auto_examples/cluster/plot_kmeans_silhouette_analysis.html -
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lets you Digg (upvote) stories, save stories to revisit later, and...lets you Digg (upvote) stories, save stories to revisit later, and...digg.com/subscribe -
Class Likelihood Ratios to measure classificati...
extract_score ( cross_validate ( estimator , X , y , scoring = scoring...extract_score ( cross_validate ( estimator , X , y , scoring = scoring...scikit-learn.org/stable/auto_examples/model_selection/plot_likelihood_ratios.html -
det_curve — scikit-learn 1.5.2 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 -
ARDRegression — scikit-learn 1.5.2 documentation
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.ARDRegression.html