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BernoulliNB — scikit-learn 1.7.2 documentation
Androutsopoulos and G. Paliouras (2006). Spam filtering...scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.BernoulliNB.html -
1.11. Ensembles: Gradient boosting, random fore...
We will denote it by \(g_i\) . Removing the constant terms,...\arg\min_{h} \sum_{i=1}^{n} h(x_i) g_i\] This is minimized if \(h(x_i)\)...scikit-learn.org/stable/modules/ensemble.html -
1.5. Stochastic Gradient Descent — scikit-learn...
g. make_pipeline(StandardScaler(),...attributes have an intrinsic scale (e.g. word frequencies or indicator...scikit-learn.org/stable/modules/sgd.html -
1.12. Multiclass and multioutput algorithms — s...
Bakiri G., Journal of Artificial Intelligence...scikit-learn.org/stable/modules/multiclass.html -
3.1. Cross-validation: evaluating estimator per...
G. Fung, R. Rosales, On the Dangers...Experimental Evaluation , SIAM 2008; G. James, D. Witten, T. Hastie,...scikit-learn.org/stable/modules/cross_validation.html -
2.2. Manifold learning — scikit-learn 1.7.2 doc...
g. an SVM with a Gaussian RBF kernel)....van der Maaten, L.J.P.; Hinton, G. Journal of Machine Learning Research...scikit-learn.org/stable/modules/manifold.html -
2.3. Clustering — scikit-learn 1.7.2 documentation
g. nearest-neighbor graph) Mean-shift...transductive Graph distance (e.g. nearest-neighbor graph) Ward...scikit-learn.org/stable/modules/clustering.html -
1.1. Linear Models — scikit-learn 1.7.2 documen...
g., frequency counts or prices of...be significantly faster than e.g. LogisticRegression with a high...scikit-learn.org/stable/modules/linear_model.html -
Contributing — scikit-learn 1.7.2 documentation
g., Fixes #1234 ; multiple issues/PRs...without using the keywords (e.g., Towards #1234 ). PRs should...scikit-learn.org/stable/developers/contributing.html -
clustering.rst.txt
g. nearest-neighbor graph) * - :ref:`Mean-shift...transductive - Graph distance (e.g. nearest-neighbor graph) * - :ref:`Ward...scikit-learn.org/stable/_sources/modules/clustering.rst.txt