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HistGradientBoostingRegressor — 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.HistGradientBoostingRegressor.html -
cross_validation.rst.txt
>>> scores = cross_val_score(clf, X, y, cv=5) >>> scores array([0.96,...>>> scores = cross_val_score( ... clf, X, y, cv=5, scoring='f1_macro')...scikit-learn.org/stable/_sources/modules/cross_validation.rst.txt -
Version 0.15 — scikit-learn 1.7.2 documentation
f1_score , metrics.fbeta_score , metrics.recall_score , metrics.roc_auc_score...metrics.roc_auc_score and metrics.average_precision_score by Arnaud...scikit-learn.org/stable/whats_new/v0.15.html -
TransformedTargetRegressor — scikit-learn 1.7.2...
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 -
Plot classification probability — scikit-learn ...
import accuracy_score , log_loss , roc_auc_score from sklearn.model_selection...accuracy_score ( y_test , y_pred ) roc_auc_test = roc_auc_score ( y_test...scikit-learn.org/stable/auto_examples/classification/plot_classification_probability.html -
label_ranking_loss — scikit-learn 1.7.2 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 -
ARDRegression — scikit-learn 1.7.2 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 -
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 -
Search Explain API | App Search documentation [...
{ "function_score": { "boost_mode": "sum", "score_mode": "sum",..."script_score": { "script": { "source": "Math.max(_score + ((1.5...www.elastic.co/guide/en/app-search/current/search-explain.html -
LinearRegression — scikit-learn 1.7.2 documenta...
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.LinearRegression.html