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make_blobs — scikit-learn 1.7.2 documenta...
2) >>> y array([0, 1, 2, 0, 2, 2, 2, 1, 1, 0])...shape ) (10, 2) >>> y array([0, 0, 1, 0, 2, 2, 2, 1, 1, 0])...scikit-learn.org/stable/modules/generated/sklearn.datasets.make_blobs.html -
VotingClassifier — scikit-learn 1.7.2 doc...
[ - 2 , - 1 ], [ - 3 , - 2 ], [ 1 , 1 ], [ 2 , 1 ], [ 3...3 , 2 ]]) >>> y = np . array ([ 1 , 1 , 1 , 2 , 2 , 2...scikit-learn.org/stable/modules/generated/sklearn.ensemble.VotingClassifier.html -
StratifiedShuffleSplit — scikit-learn 1.7...
2 ], [ 3 , 4 ], [ 1 , 2 ], [ 3 , 4 ], [ 1 , 2 ], [ 3 ,...Test: index=[0 2 3] Fold 2: Train: index=[5 0 2] Test: index=[4...scikit-learn.org/stable/modules/generated/sklearn.model_selection.StratifiedShuffleSplit.html -
Lasso — scikit-learn 1.7.2 documentation
[ 2 , 2 ]], [ 0 , 1 , 2 ]) Lasso(alpha=0.1)...\(||y||_2^2 / n_{\text{samples}}\) . The target can be a 2-dimensional...scikit-learn.org/stable/modules/generated/sklearn.linear_model.Lasso.html -
LinearRegression — scikit-learn 1.7.2 doc...
2 ], [ 2 , 2 ], [ 2 , 3 ]]) >>>...float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...scikit-learn.org/stable/modules/generated/sklearn.linear_model.LinearRegression.html -
TransformedTargetRegressor — scikit-learn...
float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...The function needs to return a 2-dimensional array. inverse_func...scikit-learn.org/stable/modules/generated/sklearn.compose.TransformedTargetRegressor.html -
2. Unsupervised learning — scikit-learn 1...
Mixture 2.2. Manifold learning 2.2.1. Introduction 2.2.2. Isomap...Isomap 2.2.3. Locally Linear Embedding 2.2.4. Modified Locally Linear...scikit-learn.org/stable/unsupervised_learning.html -
mean_absolute_percentage_error — scikit-l...
2 , 7 ] >>> y_pred = [ 2.5 , 0.0 , 2 , 8 ] >>>..., 0. , 2.4 , 7. ] >>> y_pred = [ 1.2 , 0.1 , 2.4 , 8....scikit-learn.org/stable/modules/generated/sklearn.metrics.mean_absolute_percentage_error.html -
Version 1.2 — scikit-learn 1.7.2 document...
2.2 # March 2023 Changelog # sklearn.base...GitHub Choose version Version 1.2 # For a short description of the...scikit-learn.org/stable/whats_new/v1.2.html -
cluster_optics_dbscan — scikit-learn 1.7....
2 ], [ 2 , 5 ], [ 3 , 6 ], ... [ 8... ( ... X , ... min_samples = 2 , ... max_eps = np . inf , ......scikit-learn.org/stable/modules/generated/sklearn.cluster.cluster_optics_dbscan.html