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safe_mask — scikit-learn 1.8.0 documentation
[ 2 ], [ 3 ], [ 4 ], [ 5 ]]) >>>...[ mask ] . toarray () array([[2], [3], [5]]) On this page This...scikit-learn.org/stable/modules/generated/sklearn.utils.safe_mask.html -
decomposition.rst.txt
\frac{1}{2} ||X - Y||_{\mathrm{Fro}}^2 = \frac{1}{2} \sum_{i,j}...Y) = \frac{1}{2} ||X - Y||_{Fro}^2 = \frac{1}{2} \sum_{i,j} (X_{ij}...scikit-learn.org/stable/_sources/modules/decomposition.rst.txt -
Receiver Operating Characteristic (ROC) with cr...
= 2 ], y [ y != 2 ] n_samples , n_features...linearly separable from the other 2; the latter are not linearly separable...scikit-learn.org/stable/auto_examples/model_selection/plot_roc_crossval.html -
type_of_target — scikit-learn 1.8.0 docum...
‘binary’: y contains <= 2 discrete values and is 1d or a...least two columns, and at most 2 unique values. ‘unknown’: y is...scikit-learn.org/stable/modules/generated/sklearn.utils.multiclass.type_of_target.html -
mutual_info_regression — scikit-learn 1.8...
[ 2 ] ( 1 , 2 ) A. Kraskov, H. Stogbauer...neighbors distances as described in [2] and [3] . Both methods are based...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.mutual_info_regression.html -
PredefinedSplit — scikit-learn 1.8.0 docu...
2 ], [ 3 , 4 ], [ 1 , 2 ], [ 3 , 4 ]]) >>>...index=[1 2 3] Test: index=[0] Fold 1: Train: index=[0 2] Test:...scikit-learn.org/stable/modules/generated/sklearn.model_selection.PredefinedSplit.html -
Model-based and sequential feature selection &#...
2 area (worst): 185.2 4254.0 smoothness (worst):...Since we want to select only 2 features, we will set this threshold...scikit-learn.org/stable/auto_examples/feature_selection/plot_select_from_model_diabetes.html -
Multi-dimensional scaling — scikit-learn ...
X_true ** 2 ) . sum ()) / np . sqrt (( X_nmds ** 2 ) . sum ())...X_true = rng . randint ( 0 , 20 , 2 * n_samples ) . astype ( float...scikit-learn.org/stable/auto_examples/manifold/plot_mds.html -
DecisionTreeRegressor — scikit-learn 1.8....
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.tree.DecisionTreeRegressor.html -
plot_hgbt_regression.zip
2. :ref:`categorical_support_gbdt`,...showcasing all points except 2 and 6 in a real life setting....scikit-learn.org/stable/_downloads/ef504a3cb245a55fde178198c8218b4a/plot_hgbt_regression.zip