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TheilSenRegressor — scikit-learn 1.7.2 do...
Notes The \(R^2\) score used when calling score on a regressor uses...X , y ) >>> reg . score ( X , y ) 0.9884 >>>...scikit-learn.org/stable/modules/generated/sklearn.linear_model.TheilSenRegressor.html -
IsolationForest — scikit-learn 1.7.2 docu...
as the scores of inliers are close to 0 and the scores of outliers...anomaly score of X of the base classifiers. The anomaly score of an...scikit-learn.org/stable/modules/generated/sklearn.ensemble.IsolationForest.html -
jaccard_score — scikit-learn 1.7.2 docume...
accuracy score. f1_score Function for calculating the F1 score. mu...Jaccard similarity coefficient score. The Jaccard index [1], or Jaccard...scikit-learn.org/stable/modules/generated/sklearn.metrics.jaccard_score.html -
d2_absolute_error_score — scikit-learn 1....
Returns : score float or ndarray of floats The \(D^2\) score with...[source] # \(D^2\) regression score function, fraction of absolute...scikit-learn.org/stable/modules/generated/sklearn.metrics.d2_absolute_error_score.html -
5.2. Permutation feature importance — sci...
on the score function that is specified with the scoring argument...., random_state = 0 , scoring = scoring ) ... >>> for...scikit-learn.org/stable/modules/permutation_importance.html -
RidgeClassifier — scikit-learn 1.7.2 docu...
confidence scores for samples. The confidence score for a sample...get the confidence scores. Returns : scores ndarray of shape (n_samples,)...scikit-learn.org/stable/modules/generated/sklearn.linear_model.RidgeClassifier.html -
RegressorChain — scikit-learn 1.7.2 docum...
Notes The \(R^2\) score used when calling score on a regressor uses...n_classes) The predicted values. score ( X , y , sample_weight = None...scikit-learn.org/stable/modules/generated/sklearn.multioutput.RegressorChain.html -
d2_log_loss_score — scikit-learn 1.7.2 do...
= None ) [source] # \(D^2\) score function, fraction of log loss...loss explained. Best possible score is 1.0 and it can be negative...scikit-learn.org/stable/modules/generated/sklearn.metrics.d2_log_loss_score.html -
LarsCV — scikit-learn 1.7.2 documentation
Notes The \(R^2\) score used when calling score on a regressor uses...X , y ) >>> reg . score ( X , y ) 0.9996 >>>...scikit-learn.org/stable/modules/generated/sklearn.linear_model.LarsCV.html -
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