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HistGradientBoostingClassifier — scikit-learn 1...
Scores are computed according to the scoring parameter....parameter. If scoring is not ‘loss’, scores are computed on a subset...scikit-learn.org/stable/modules/generated/sklearn.ensemble.HistGradientBoostingClassifier.html -
5.2. Permutation feature importance — scikit-le...
on the score function that is specified with the scoring argument...., random_state = 0 , scoring = scoring ) ... >>> for metric in...scikit-learn.org/stable/modules/permutation_importance.html -
plot_multi_metric_evaluation.zip
scoring=scoring, refit="AUC", n_jobs=2,...range(2, 403, 20)},\n scoring=scoring,\n refit=\"AUC\",\n n_jobs=2,\n...scikit-learn.org/stable/_downloads/535778bfbc9b4881da3e662bc2ea8484/plot_multi_metric_evaluation.zip -
Probability Calibration curves — scikit-learn 1...
Brier score loss , Log loss , precision, recall, F1 score and ROC.... replace ( "score" , "" ) . capitalize () scores [ score_name...scikit-learn.org/stable/auto_examples/calibration/plot_calibration_curve.html -
LarsCV — scikit-learn 1.8.0 documentation
Notes The \(R^2\) score used when calling score on a regressor uses...) . fit ( X , y ) >>> reg . score ( X , y ) 0.9996 >>> reg . alpha_...scikit-learn.org/stable/modules/generated/sklearn.linear_model.LarsCV.html -
Compare Stochastic learning strategies for MLPC...
print ( "Training set score: %f " % mlp . score ( X , y )) print (...learning-rate Training set score: 0.980000 Training set loss:...scikit-learn.org/stable/auto_examples/neural_networks/plot_mlp_training_curves.html -
ExtraTreesRegressor — scikit-learn 1.8.0 docume...
Notes The \(R^2\) score used when calling score on a regressor uses...with Friedman’s improvement score for potential splits, “absolute_error”...scikit-learn.org/stable/modules/generated/sklearn.ensemble.ExtraTreesRegressor.html -
validation_curve — scikit-learn 1.8.0 documenta...
test scores for varying parameter values. Compute scores for an...5-fold. scoring str or callable, default=None Scoring method to...scikit-learn.org/stable/modules/generated/sklearn.model_selection.validation_curve.html -
LogisticRegression — scikit-learn 1.8.0 documen...
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.LogisticRegression.html -
Lagged features for time series forecasting — s...
scores , metric ): if metric == "MAPE" : scores [ metric...std () : .1f } " ) return scores scoring = { "MAPE" : make_scorer...scikit-learn.org/stable/auto_examples/applications/plot_time_series_lagged_features.html