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kmeans_plusplus — scikit-learn 1.5.0 documentation
S. “k-means++: the advantages of...scikit-learn.org/stable/modules/generated/sklearn.cluster.kmeans_plusplus.html -
1.1. Linear Models — scikit-learn 1.5.0 documen...
” S. J. Kim, K. Koh, M. Lustig, S. Boyd and D. Gorinevsky,...Least Squares,” S. J. Kim, K. Koh, M. Lustig, S. Boyd and D. Gorinevsky,...scikit-learn.org/stable/modules/linear_model.html -
HalvingGridSearchCV — scikit-learn 1.5.0 docume...
or by setting the cv ’s random_state parameter to an integer....test set. If None, the estimator’s score method is used. refit bool,...scikit-learn.org/stable/modules/generated/sklearn.model_selection.HalvingGridSearchCV.html -
3.4. Metrics and scoring: quantifying the quali...
sample \(s\) , i.e. \(y_s := \left\{(s', l) \in y | s' = s\right\}\)...\(\frac{1}{\left|S\right|} \sum_{s \in S} P(y_s, \hat{y}_s)\) \(\fra...scikit-learn.org/stable/modules/model_evaluation.html -
make_swiss_roll — scikit-learn 1.5.0 documentation
References [ 1 ] S. Marsland, “Machine Learning:...scikit-learn.org/stable/modules/generated/sklearn.datasets.make_swiss_roll.html -
make_biclusters — scikit-learn 1.5.0 documentation
S. (2001, August). Co-clustering...scikit-learn.org/stable/modules/generated/sklearn.datasets.make_biclusters.html -
log_loss — scikit-learn 1.5.0 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 -
make_gaussian_quantiles — scikit-learn 1.5.0 do...
S. Rosset, T. Hastie, “Multi-class...scikit-learn.org/stable/modules/generated/sklearn.datasets.make_gaussian_quantiles.html -
LocallyLinearEmbedding — scikit-learn 1.5.0 doc...
S. & Saul, L. Nonlinear dimensionality...high-dimensional data. Proc Natl Acad Sci U S A. 100:5591 (2003). [ 3 ] Zhang,...scikit-learn.org/stable/modules/generated/sklearn.manifold.LocallyLinearEmbedding.html -
Veterans | NBC News
's — and the nation's — decadeslong struggle...with homelessness Getty Images U.S. news N.H. veteran admits he faked...www.nbcnews.com/nextstepsforveterans