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fetch_species_distributions — scikit-learn 1.7....
species geographic distributions” S. J. Phillips, R. P. Anderson,...scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_species_distributions.html -
make_swiss_roll — scikit-learn 1.7.1 documentation
permission from Stephen Marsland’s code [1]. Parameters : n_samples...Marsland [1]. References [ 1 ] S. Marsland, “Machine Learning:...scikit-learn.org/stable/modules/generated/sklearn.datasets.make_swiss_roll.html -
IncrementalPCA — scikit-learn 1.7.1 documentation
T * S**2 * components_ + sigma2 * eye(n_features) where S**2 contains...<component>__<parameter> so that it’s possible to update each component...scikit-learn.org/stable/modules/generated/sklearn.decomposition.IncrementalPCA.html -
2.6. Covariance estimation — scikit-learn 1.7.1...
the estimation of a population’s covariance matrix, which can be...large influence on the estimation’s quality. The sklearn.covariance...scikit-learn.org/stable/modules/covariance.html -
plot_pca_iris.py
dataset # ---------- # # Let's first plot the pairs of features...sepal width and length, there's still # overlap between the Versicolor...scikit-learn.org/stable/_downloads/1168f82083b3e70f31672e7c33738f8d/plot_pca_iris.py -
log_loss — scikit-learn 1.7.1 documentation
as returned by a classifier’s predict_proba method. If y_pred.shape...machine precision for y_pred ’s dtype. normalize bool, default=True...scikit-learn.org/stable/modules/generated/sklearn.metrics.log_loss.html -
RandomizedSearchCV — scikit-learn 1.7.1 documen...
the estimator ’s default evaluation criterion is...example. If None, the estimator’s score method is used. n_jobs int,...scikit-learn.org/stable/modules/generated/sklearn.model_selection.RandomizedSearchCV.html -
make_biclusters — scikit-learn 1.7.1 documentation
S. (2001, August). Co-clustering...scikit-learn.org/stable/modules/generated/sklearn.datasets.make_biclusters.html -
RFECV — scikit-learn 1.7.1 documentation
None : the estimator ’s default evaluation criterion is...Guyon, I., Weston, J., Barnhill, S., & Vapnik, V., “Gene selection...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.RFECV.html -
make_gaussian_quantiles — scikit-learn 1.7.1 do...
S. Rosset, T. Hastie, “Multi-class...scikit-learn.org/stable/modules/generated/sklearn.datasets.make_gaussian_quantiles.html