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  1. OutputCodeClassifier — scikit-learn 1.5.2 docum...

    Artificial Intelligence Research 2, 1995. [ 2 ] “The error coding method...n_features = 4 , ... n_informative = 2 , n_redundant = 0 , ... random_state...
    scikit-learn.org/stable/modules/generated/sklearn.multiclass.OutputCodeClassifier.html
    Wed Sep 18 20:56:25 UTC 2024
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  2. ExtraTreesRegressor — scikit-learn 1.5.2 docume...

    float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...= None , min_samples_split = 2 , min_samples_leaf = 1 , min_...
    scikit-learn.org/stable/modules/generated/sklearn.ensemble.ExtraTreesRegressor.html
    Wed Sep 18 20:56:23 UTC 2024
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  3. CountVectorizer — scikit-learn 1.5.2 documentation

    2) means unigrams and bigrams, and (2, 2) means only...= 'word' , ngram_range = ( 2 , 2 )) >>> X2 = vectorizer2 . fit_transform...
    scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.text.CountVectorizer.html
    Wed Sep 18 20:56:26 UTC 2024
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  4. r2_score — scikit-learn 1.5.2 documentation

    y_true = [ - 2 , - 2 , - 2 ] >>> y_pred = [ - 2 , - 2 , - 2 ] >>> r2_score...y_true = [ - 2 , - 2 , - 2 ] >>> y_pred = [ - 2 , - 2 , - 2 + 1e-8...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.r2_score.html
    Wed Sep 18 20:56:26 UTC 2024
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  5. StratifiedShuffleSplit — scikit-learn 1.5.2 doc...

    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
    Tue Sep 17 17:21:49 UTC 2024
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  6. 1.5. Stochastic Gradient Descent — scikit-learn...

    := \frac{1}{2} \sum_{j=1}^{m} w_j^2 = ||w||_2^2\) , L1 norm:...values: >>> clf . predict ([[ 2. , 2. ]]) array([1]) SGD fits a...
    scikit-learn.org/stable/modules/sgd.html
    Wed Sep 18 20:56:23 UTC 2024
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  7. TransformedTargetRegressor — scikit-learn 1.5.2...

    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
    Wed Sep 18 20:56:25 UTC 2024
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  8. MinMaxScaler — scikit-learn 1.5.2 documentation

    transform ([[ 2 , 2 ]])) [[1.5 0. ]] fit ( X , y...MinMaxScaler >>> data = [[ - 1 , 2 ], [ - 0.5 , 6 ], [ 0 , 10 ],...
    scikit-learn.org/stable/modules/generated/sklearn.preprocessing.MinMaxScaler.html
    Wed Sep 18 20:56:26 UTC 2024
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  9. PartialDependenceDisplay — scikit-learn 1.5.2 d...

    2 Release Highlights for scikit-learn 1.2 Release Highlights...‘both’) is not a valid option for 2-ways interactions plot. As a result,...
    scikit-learn.org/stable/modules/generated/sklearn.inspection.PartialDependenceDisplay.html
    Wed Sep 18 20:56:26 UTC 2024
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  10. BayesianGaussianMixture — scikit-learn 1.5.2 do...

    2 ], [ 1 , 4 ], [ 1 , 0 ], [ 4 , 2 ], [ 12 , 4 ],...>>> bgm . means_ array([[2.49... , 2.29...], [8.45..., 4.52......
    scikit-learn.org/stable/modules/generated/sklearn.mixture.BayesianGaussianMixture.html
    Tue Sep 17 17:21:49 UTC 2024
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