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DBSCAN — scikit-learn 1.7.2 documentation
2 ], [ 2 , 2 ], [ 2 , 3 ], ... [ 8 , 7 ],...memory complexity of \(O({n}^2)\) , which can occur when the...scikit-learn.org/stable/modules/generated/sklearn.cluster.DBSCAN.html -
FactorAnalysis — scikit-learn 1.7.2 documentation
default=1e-2 Stopping tolerance for log-likelihood...Machine Learning, Chapter 12.2.4. Examples >>> from sklearn.datasets...scikit-learn.org/stable/modules/generated/sklearn.decomposition.FactorAnalysis.html -
TheilSenRegressor — scikit-learn 1.7.2 document...
float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...n_samples = 200 , n_features = 2 , noise = 4.0 , random_state =...scikit-learn.org/stable/modules/generated/sklearn.linear_model.TheilSenRegressor.html -
BernoulliNB — scikit-learn 1.7.2 documentation
2. Changed in version 1.4: The default...)) >>> Y = np . array ([ 1 , 2 , 3 , 4 , 4 , 5 ]) >>> from sklearn.naive_bayes...scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.BernoulliNB.html -
auc — scikit-learn 1.7.2 documentation
2 , 2 ]) >>> y_score = np . array...y_true , y_score , pos_label = 2 ) >>> metrics . auc ( fpr , tpr...scikit-learn.org/stable/modules/generated/sklearn.metrics.auc.html -
OneVsOneClassifier — scikit-learn 1.7.2 documen...
X_test [: 10 ]) array([2, 1, 0, 2, 0, 2, 0, 1, 1, 1]) decision_function...n_classes * (n_classes - 1) / 2 classifiers, this method is usually...scikit-learn.org/stable/modules/generated/sklearn.multiclass.OneVsOneClassifier.html -
completeness_score — scikit-learn 1.7.2 documen...
2 , 3 ], [ 0 , 0 , 1 , 1 ])) 0.999...([ 0 , 0 , 0 , 0 ], [ 0 , 1 , 2 , 3 ])) 0.0 Gallery examples #...scikit-learn.org/stable/modules/generated/sklearn.metrics.completeness_score.html -
RBFSampler — scikit-learn 1.7.2 documentation
2: The option "scale" was added in 1.2. n_components...of RBF kernel: exp(-gamma * x^2). If gamma='scale' is passed then...scikit-learn.org/stable/modules/generated/sklearn.kernel_approximation.RBFSampler.html -
load_diabetes — scikit-learn 1.7.2 documentation
2 < x < .2 Targets integer 25 - 346...scikit-learn 1.2 Release Highlights for scikit-learn 1.2 On this page...scikit-learn.org/stable/modules/generated/sklearn.datasets.load_diabetes.html -
RANSACRegressor — scikit-learn 1.7.2 documentation
org/wiki/RANSAC [ 2 ] https://www.sri.com/wp-cont...n_samples = 200 , n_features = 2 , noise = 4.0 , random_state =...scikit-learn.org/stable/modules/generated/sklearn.linear_model.RANSACRegressor.html