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Two-class AdaBoost — scikit-learn 1.7.2 d...
decision scores. The distributions of decision scores are shown...the decision score. Samples with decision scores greater than...scikit-learn.org/stable/auto_examples/ensemble/plot_adaboost_twoclass.html -
LinearRegression — scikit-learn 1.7.2 doc...
Notes The \(R^2\) score used when calling score on a regressor uses...X , y ) >>> reg . score ( X , y ) 1.0 >>> reg...scikit-learn.org/stable/modules/generated/sklearn.linear_model.LinearRegression.html -
Plot the decision surfaces of ensembles of tree...
95 score RandomForestClassifi () # 0.94 score AdaBoost...0.94 score DecisionTree ( max_depth = None ) # 0.94 score Increasing...scikit-learn.org/stable/auto_examples/ensemble/plot_forest_iris.html -
plot_multi_metric_evaluation.ipynb
\n scoring=scoring,\n refit=\"AUC\",\n n_jobs=2,\n...can be done by setting the ``scoring``\nparameter to a list of metric...scikit-learn.org/stable/_downloads/f57e1ee55d4c7a51949d5c26b3af07bb/plot_multi_metric_evaluation.... -
QuantileRegressor — scikit-learn 1.7.2 do...
Notes The \(R^2\) score used when calling score on a regressor uses...(n_samples,) Returns predicted values. score ( X , y , sample_weight = None...scikit-learn.org/stable/modules/generated/sklearn.linear_model.QuantileRegressor.html -
Concatenating multiple feature extraction metho...
score=0.933 total time= 0.0s [CV 2/5;...features__univ_select__k=1, svm__C=0.1;, score=0.933 total time= 0.0s [CV 3/5;...scikit-learn.org/stable/auto_examples/compose/plot_feature_union.html -
f1_score — scikit-learn 1.7.2 documentation
Compute the F1 score, also known as balanced F-score or F-measure....an F1 score reaches its best value at 1 and worst score at 0....scikit-learn.org/stable/modules/generated/sklearn.metrics.f1_score.html -
Target Encoder’s Internal Cross fitting —...
Model score on training set: " , raw_model . score ( X_train..."Raw Model score on test set: " , raw_model . score ( X_test...scikit-learn.org/stable/auto_examples/preprocessing/plot_target_encoder_cross_val.html -
LogisticRegressionCV — scikit-learn 1.7.2...
scoring str or callable, default=None The scoring method...confidence scores for samples. The confidence score for a sample...scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegressionCV.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