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LocalOutlierFactor — scikit-learn 1.5.0 documen...
algorithm {‘auto’, ‘ball_tree’, ‘kd_tree’, ‘brute’}, default=’auto’...mode {‘connectivity’, ‘distance’}, default=’connectivity’ Type...scikit-learn.org/stable/modules/generated/sklearn.neighbors.LocalOutlierFactor.html -
SpectralEmbedding — scikit-learn 1.5.0 document...
affinity {‘nearest_neighbors’, ‘rbf’, ‘precomputed’, ‘precompu...information. eigen_solver {‘arpack’, ‘lobpcg’, ‘amg’}, default=None The...scikit-learn.org/stable/modules/generated/sklearn.manifold.SpectralEmbedding.html -
plot_tree — scikit-learn 1.5.0 documentation
label {‘all’, ‘root’, ‘none’}, default=’all’ Whether to show...Options include ‘all’ to show at every node, ‘root’ to show only...scikit-learn.org/stable/modules/generated/sklearn.tree.plot_tree.html -
How does Elastic Security drive value to your o...
I'm Mandy, Elastic’s CISO. Before I compare...to help ensure that we're knowing what's happening in our environment...www.elastic.co/blog/how-elastic-security-drive-value-organization -
r2_score — scikit-learn 1.5.0 documentation
multioutput {‘raw_values’, ‘uniform_average’, ‘variance_weighted’}, array-like...ndarray of scores if ‘multioutput’ is ‘raw_values’. Notes This is not...scikit-learn.org/stable/modules/generated/sklearn.metrics.r2_score.html -
power_transform — scikit-learn 1.5.0 documentation
method {‘yeo-johnson’, ‘box-cox’}, default=’yeo-johnson’ The power...parameter changed from ‘box-cox’ to ‘yeo-johnson’ in 0.23. standardize...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.power_transform.html -
neighbors.rst.txt
valid_metrics ['euclidean', 'l2', 'minkowski', 'p', 'manhattan', 'cityblock',...cs ['euclidean', 'l2', 'minkowski', 'p', 'manhattan', 'cityblock',...scikit-learn.org/stable/_sources/modules/neighbors.rst.txt -
HistGradientBoostingRegressor — scikit-learn 1....
loss {‘squared_error’, ‘absolute_error’, ‘gamma’, ‘poisson’, ‘quantile’},...early_stopping ‘auto’ or bool, default=’auto’ If ‘auto’, early stopping...scikit-learn.org/stable/modules/generated/sklearn.ensemble.HistGradientBoostingRegressor.html -
randomized_range_finder — scikit-learn 1.5.0 do...
alizer {‘auto’, ‘QR’, ‘LU’, ‘none’}, default=’auto’ Whether the...power_iteration_normalizer = 'auto' , random_state = None ) [source]...scikit-learn.org/stable/modules/generated/sklearn.utils.extmath.randomized_range_finder.html -
Release Highlights for scikit-learn 0.24 — scik...
best_params_ {'bootstrap': True, 'criterion': 'gini', 'max_depth': None,...None, 'max_features': 10, 'min_samples_split': 10} Native support...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_0_24_0.html