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model_evaluation.rst.txt
_precision_recall_f_measure_metrics: Precision, recall and F-measures...1_score>`_ (:math:`F_\beta` and :math:`F_1` measures) can be...scikit-learn.org/stable/_sources/modules/model_evaluation.rst.txt -
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 -
about.rst.txt
F. and Varoquaux, G. and Gramfort,...scikit-learn.org/stable/_sources/about.rst.txt -
linear_model.rst.txt
:math:`\ell_2` | :math:`\frac{1}{2}\|W\|_F^2 = \frac{1}{2}\sum_{i=1}^m\sum_{j=1}^{K}...:math:`\frac{1 - \rho}{2}\|W\|_F^2 + \rho \|W\|_{1,1}` | +---------...scikit-learn.org/stable/_sources/modules/linear_model.rst.txt -
plot_hgbt_regression.rst.txt
print(f"Training sample size: {X_train.shape[0]}") print(f"Test...size: {X_test.shape[0]}") print(f"Number of features: {X_train.shape[1]}")...scikit-learn.org/stable/_sources/auto_examples/ensemble/plot_hgbt_regression.rst.txt -
ensemble.rst.txt
F(x_i))}{\partial F(x_i)} \right]_{F=F_{m - 1}}. .....\frac{\partial l(y_i, F(x_i))}{\partial F(x_i)} \right]_{F=F_{m - 1}}` is...scikit-learn.org/stable/_sources/modules/ensemble.rst.txt -
plot_release_highlights_1_6_0.rst.txt
y) print(f"Fitting the classifier took {(time.time()...threshold=0.9 ).fit(X, y) print( f"Fitting the threshold classifier...scikit-learn.org/stable/_sources/auto_examples/release_highlights/plot_release_highlights_1_6_0.r... -
decomposition.rst.txt
F. Bach, J. Ponce, G. Sapiro, 2009..._ R. Jenatton, G. Obozinski, F. Bach, 2009 .. _kernel_PCA: Kernel...scikit-learn.org/stable/_sources/modules/decomposition.rst.txt -
plot_kmeans_digits.rst.txt
size print(f"# digits: {n_digits}; # samples:...scikit-learn.org/stable/_sources/auto_examples/cluster/plot_kmeans_digits.rst.txt -
preprocessing.rst.txt
formula :math:`G^{-1}(F(X))` where :math:`F` is the cumulative distribution...distribution function :math:`F` then :math:`F(X)` is uniformly distributed...scikit-learn.org/stable/_sources/modules/preprocessing.rst.txt