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Semi-supervised Classification on a Text Datase...
# select a mask of 20% of the train dataset y_mask = np . random...the non-masked subset to be unlabeled y_train [ ~ y_mask ] = -...scikit-learn.org/stable/auto_examples/semi_supervised/plot_semi_supervised_newsgroups.html -
Multiclass Receiver Operating Characteristic (R...
= a_mask [ ab_mask ] b_true = b_mask [ ab_mask ] idx_a = np ....label_b ab_mask = np . logical_or ( a_mask , b_mask ) a_true =...scikit-learn.org/stable/auto_examples/model_selection/plot_roc.html -
Demo of DBSCAN clustering algorithm — scikit-le...
class_member_mask = labels == k xy = X [ class_member_mask & core_samples_mask...X [ class_member_mask & ~ core_samples_mask ] plt . plot ( xy...scikit-learn.org/stable/auto_examples/cluster/plot_dbscan.html -
SGDClassifier — scikit-learn 1.7.0 documentation
Values must be in the range [0.0, inf) ....penalty is ‘elasticnet’. Values must be in the range [0.0, 1.0] or...scikit-learn.org/stable/modules/generated/sklearn.linear_model.SGDClassifier.html -
Partial Dependence and Individual Conditional E...
y_train = X [ mask_training ], y [ mask_training ] X_test..., y_test = X [ ~ mask_training ], y [ ~ mask_training ] We can...scikit-learn.org/stable/auto_examples/inspection/plot_partial_dependence.html -
Searchable snapshots | Elastic Docs
you must first mount it locally as an...partially mount an index, you must have one or more nodes with...www.elastic.co/docs/deploy-manage/tools/snapshot-and-restore/searchable-snapshots -
Older Versions — scikit-learn 1.7.0 documentation
all parameters must be passed to the object when...and mixture.VBGMM , parameters must be passed to an object when...scikit-learn.org/stable/whats_new/older_versions.html -
Live updates: U.S. to cut tariffs on some U.K. ...
light of Trump's frequent musings about wanting Canada to become...believe the Trump administration must comply with federal court orders,...www.nbcnews.com/politics/trump-administration/live-blog/trump-administration-g7-canada-trade-immi... -
Robust linear model estimation using RANSAC — s...
) inlier_mask = ransac . inlier_mask_ outlier_mask = np . logical_not...scatter ( X [ inlier_mask ], y [ inlier_mask ], color = "yellowgreen"...scikit-learn.org/stable/auto_examples/linear_model/plot_ransac.html -
Plot classification probability — scikit-learn ...
scatter ( X_test [ mask_y_pred , 0 ], X_test [ mask_y_pred , 1 ],...scatter ( X_test [ mask_label , 0 ], X_test [ mask_label , 1 ], c...scikit-learn.org/stable/auto_examples/classification/plot_classification_probability.html