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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 -
Plotting Validation Curves — scikit-learn 1.4.2...
y = X [ subset_mask ], y [ subset_mask ] disp = ValidationCurveDispl...( return_X_y = True ) subset_mask = np . isin ( y , [ 1 , 2 ])...scikit-learn.org/stable/auto_examples/model_selection/plot_validation_curve.html -
sklearn.mixture.BayesianGaussianMixture — sciki...
Must be one of: 'full' ( each component...and the covariances. String must be one of: ‘kmeans’ : responsibilities...scikit-learn.org/stable/modules/generated/sklearn.mixture.BayesianGaussianMixture.html -
Compare BIRCH and MiniBatchKMeans — scikit-lear...
colors_ ): mask = labels == k ax . scatter ( X [ mask , 0 ], X...colors_ ): mask = mbk . labels_ == k ax . scatter ( X [ mask , 0 ],...scikit-learn.org/stable/auto_examples/cluster/plot_birch_vs_minibatchkmeans.html -
sklearn.feature_extraction.image.img_to_graph —...
mask=None , return_as=<class 'sc...width, channel) 2D or 3D image. mask ndarray of shape (height, width)...scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.image.img_to_graph.html -
sklearn.metrics.DistanceMetric — scikit-learn 1...
the distance must be a true metric: i.e. it must satisfy the following...scikit-learn.org/stable/modules/generated/sklearn.metrics.DistanceMetric.html -
sklearn.linear_model.SGDRegressor — scikit-lear...
Values must be in the range [0.0, inf) ....penalty is ‘elasticnet’. Values must be in the range [0.0, 1.0] ....scikit-learn.org/stable/modules/generated/sklearn.linear_model.SGDRegressor.html -
sklearn.svm.SVC — scikit-learn 1.4.2 documentation
Must be strictly positive. The penalty...polynomial kernel function (‘poly’). Must be non-negative. Ignored by...scikit-learn.org/stable/modules/generated/sklearn.svm.SVC.html -
sklearn.cluster.AgglomerativeClustering — sciki...
n_clusters must be None and compute_full_tree must be True . New...number of clusters to find. It must be None if distance_threshold...scikit-learn.org/stable/modules/generated/sklearn.cluster.AgglomerativeClustering.html -
sklearn.cluster.FeatureAgglomeration — scikit-l...
n_clusters must be None and compute_full_tree must be True . New...number of clusters to find. It must be None if distance_threshold...scikit-learn.org/stable/modules/generated/sklearn.cluster.FeatureAgglomeration.html