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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 -
1.11. 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 -
cross_validation.rst.txt
G. Fung, R. Rosales, `On the Dangers...l_SDM08.pdf>`_, SIAM 2008; * G. James, D. Witten, T. Hastie,...scikit-learn.org/stable/_sources/modules/cross_validation.rst.txt -
model_evaluation.rst.txt
g. in a kaggle competition or in...deterministic* function :math:`Y = g(X)` of the features :math:`X`....scikit-learn.org/stable/_sources/modules/model_evaluation.rst.txt -
BernoulliNB — scikit-learn 1.7.1 documentation
Androutsopoulos and G. Paliouras (2006). Spam filtering...scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.BernoulliNB.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 1.7.1 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 -
1.12. Multiclass and multioutput algorithms — s...
Bakiri G., Journal of Artificial Intelligence...scikit-learn.org/stable/modules/multiclass.html -
about.rst.txt
G. and Gramfort, A. and Michel,...scikit-learn.org/stable/_sources/about.rst.txt -
1.1. Linear Models — scikit-learn 1.7.1 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