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SelectPercentile — scikit-learn 1.7.0 documenta...
See also f_classif ANOVA F-value between label/feature...for classification tasks. f_regression F-value between label/feature...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SelectPercentile.html -
IsotonicRegression — scikit-learn 1.7.0 documen...
the y = f(X) monotonic function. Added in version 0.24. f_ function...values used to interpolate the y = f(X) monotonic function. Added in...scikit-learn.org/stable/modules/generated/sklearn.isotonic.IsotonicRegression.html -
feature_selection.rst.txt
we can use a F-test to retrieve the two best...sklearn.feature_selection import f_classif >>> X, y = load_iris(return_X_y=True)...scikit-learn.org/stable/_sources/modules/feature_selection.rst.txt -
GroupShuffleSplit — scikit-learn 1.7.0 document...
print ( f "Fold { i } :" ) ... print ( f " Train: index=...train_index ] } " ) ... print ( f " Test: index= { test_index }...scikit-learn.org/stable/modules/generated/sklearn.model_selection.GroupShuffleSplit.html -
precision_score — scikit-learn 1.7.0 documentation
imbalance; it can result in an F-score that is not between precision...t Compute precision, recall, F-measure and support for each class....scikit-learn.org/stable/modules/generated/sklearn.metrics.precision_score.html -
chi2 — scikit-learn 1.7.0 documentation
See also f_classif ANOVA F-value between label/feature...for classification tasks. f_regression F-value between label/feature...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.chi2.html -
RepeatedKFold — scikit-learn 1.7.0 documentation
print ( f "Fold { i } :" ) ... print ( f " Train: index=...train_index } " ) ... print ( f " Test: index= { test_index }...scikit-learn.org/stable/modules/generated/sklearn.model_selection.RepeatedKFold.html -
1.17. Neural network models (supervised) — scik...
algorithm that learns a function \(f: R^m \rightarrow R^o\) by training...neuron MLP learns the function \(f(x) = W_2 g(W_1^T x + b_1) + b_2\)...scikit-learn.org/stable/modules/neural_networks_supervised.html -
DictVectorizer — scikit-learn 1.7.0 documentation
one signifying “f=ham”, the other “f=spam”. If a feature...the feature names (e.g., “f=ham” and “f=spam”). See also FeatureHasher...scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.DictVectorizer.html -
mutual_info_regression — scikit-learn 1.7.0 doc...
Comparison of F-test and mutual information Comparison of F-test and...PLoS ONE 9(2), 2014. [ 4 ] L. F. Kozachenko, N. N. Leonenko, “Sample...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.mutual_info_regression.html