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GradientBoostingRegressor — scikit-learn 1.8.0 ...
Notes The \(R^2\) score used when calling score on a regressor uses...squared error with improvement score by Friedman, “squared_error”...scikit-learn.org/stable/modules/generated/sklearn.ensemble.GradientBoostingRegressor.html -
Pipeline — scikit-learn 1.8.0 documentation
Returns : score float Result of calling score on the final...fit ( X_train , y_train ) . score ( X_test , y_test ) 0.88 >>>...scikit-learn.org/stable/modules/generated/sklearn.pipeline.Pipeline.html -
StackingRegressor — scikit-learn 1.8.0 document...
Notes The \(R^2\) score used when calling score on a regressor uses...fit ( X_train , y_train ) . score ( X_test , y_test ) 0.3... fit...scikit-learn.org/stable/modules/generated/sklearn.ensemble.StackingRegressor.html -
2.3. Clustering — scikit-learn 1.8.0 documentation
lower scores, and for the adjusted Rand index the score will be...rename 2 to 3, and get the same score: >>> labels_pred = [ 1 , 1 ,...scikit-learn.org/stable/modules/clustering.html -
make_scorer — scikit-learn 1.8.0 documentation
estimators or functions allowing a scoring parameter. The parameter response_method...should be used to feed the scoring/loss function. Read more in...scikit-learn.org/stable/modules/generated/sklearn.metrics.make_scorer.html -
ClassifierMixin — scikit-learn 1.8.0 documentation
score ( X , y ) 0.66... score ( X , y , sample_weight...through the estimator_type tag; score method that default to accuracy_score...scikit-learn.org/stable/modules/generated/sklearn.base.ClassifierMixin.html -
Clustering text documents using k-means — sciki...
section we define a function to score different clustering pipelines...else name train_times = [] scores = defaultdict ( list ) for...scikit-learn.org/stable/auto_examples/text/plot_document_clustering.html -
NearestCentroid — scikit-learn 1.8.0 documentation
score ( X , y , sample_weight = None...default=None Sample weights. Returns : score float Mean accuracy of self.predict(X)...scikit-learn.org/stable/modules/generated/sklearn.neighbors.NearestCentroid.html -
average_precision_score — scikit-learn 1.8.0 do...
precision (AP) from prediction scores. AP summarizes a precision-recall...(n_samples, n_classes) Target scores, can either be probability...scikit-learn.org/stable/modules/generated/sklearn.metrics.average_precision_score.html -
SVR — scikit-learn 1.8.0 documentation
Notes The \(R^2\) score used when calling score on a regressor uses...(n_samples,) The predicted values. score ( X , y , sample_weight = None...scikit-learn.org/stable/modules/generated/sklearn.svm.SVR.html