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Early stopping of Stochastic Gradient Descent &...
"Train score" , "Test score" , ] results_df..., [ "Train score" , "Test score" ]): for style...scikit-learn.org/stable/auto_examples/linear_model/plot_sgd_early_stopping.html -
balanced_accuracy_score — scikit-learn 1....
would score 0, while keeping perfect performance at a score of 1....prediction scores. precision_score Compute the precision score. recall_score...scikit-learn.org/stable/modules/generated/sklearn.metrics.balanced_accuracy_score.html -
Clustering text documents using k-means —...
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 -
PoissonRegressor — scikit-learn 1.8.0 doc...
score ( X , y ) np.float64(0.990)...(n_samples,) Returns predicted values. score ( X , y , sample_weight = None...scikit-learn.org/stable/modules/generated/sklearn.linear_model.PoissonRegressor.html -
Tweedie regression on insurance claims — ...
"score" ): continue score = estimator . score ( X ,...score_label , "score" : score }) res = ( pd . DataFrame...scikit-learn.org/stable/auto_examples/linear_model/plot_tweedie_regression_insurance_claims.html -
Imputing missing values with variants of Iterat...
6 )) means = - scores . mean () errors = scores . std () means...cross_val_score ( estimator , X , y , scoring = "neg_mean_squared_error"...scikit-learn.org/stable/auto_examples/impute/plot_iterative_imputer_variants_comparison.html -
CalibratedClassifierCV — scikit-learn 1.8...
Transforming Classifier Scores into Accurate Multiclass Probability...n_classes) The predicted probas. score ( X , y , sample_weight = None...scikit-learn.org/stable/modules/generated/sklearn.calibration.CalibratedClassifierCV.html -
precision_recall_fscore_support — scikit-...
F-beta score reaches its best value at 1 and worst score at 0....('precision', 'recall', 'f-score') , sample_weight = None , zero_division...scikit-learn.org/stable/modules/generated/sklearn.metrics.precision_recall_fscore_support.html -
learning_curve — scikit-learn 1.8.0 docum...
scoring str or callable, default=None Scoring method to...0.55, 0.78, 1.]) , cv = None , scoring = None , exploit_incremental_learning...scikit-learn.org/stable/modules/generated/sklearn.model_selection.learning_curve.html -
calinski_harabasz_score — scikit-learn 1....
Returns : score float The resulting Calinski-Harabasz score. References...Compute the Calinski and Harabasz score. It is also known as the Variance...scikit-learn.org/stable/modules/generated/sklearn.metrics.calinski_harabasz_score.html