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SVM: Maximum margin separating hyperplane — sci...
levels = [ - 1 , 0 , 1 ], alpha = 0.5 , linestyles...support_vectors_ [:, 1 ], s = 100 , linewidth = 1 , facecolors = "none"...scikit-learn.org/stable/auto_examples/svm/plot_separating_hyperplane.html -
Developing with the Plotting API — scikit-learn...
1 ]) ax_bottom = fig . add_subplot ( gs [ 1 , :]) By...estimator . predict_proba ( X )[:, 1 ] return cls . from_predictions...scikit-learn.org/dev/developers/plotting.html -
Frequently Asked Questions — scikit-learn 1.6.d...
reshape ( - 1 , 1 ) >>> X array([[0], [1], [2]]) >>> # We...'brute' ) (array([0, 1]), array([ 0, 0, -1])) Note that the example...scikit-learn.org/dev/faq.html -
Class Likelihood Ratios to measure classificati...
1 , 0.8 , 6 ) weights = weights [:: - 1 ] # fit and...10_000 , weights = [ 0.9 , 0.1 ], random_state = 0 ) print (...scikit-learn.org/stable/auto_examples/model_selection/plot_likelihood_ratios.html -
HuberRegressor vs Ridge on dataset with strong ...
) epsilon_values = [ 1 , 1.5 , 1.75 , 1.9 ] for k , epsilon in...n_samples = 20 , n_features = 1 , random_state = 0 , noise = 4.0...scikit-learn.org/stable/auto_examples/linear_model/plot_huber_vs_ridge.html -
Visualizations with Display Objects — scikit-le...
classes_ [ 1 ]) roc_display = RocCurveDisplay...pos_label = clf . classes_ [ 1 ]) pr_display = PrecisionRecallDispl...scikit-learn.org/stable/auto_examples/miscellaneous/plot_display_object_visualization.html -
Elasticsearch | APM .NET Agent Reference [1.x] ...
1 or 7.11.0, upgrade to at least 7.11.1 which fixes...www.elastic.co/guide/en/apm/agent/dotnet/current/setup-elasticsearch.html -
Map data to a normal distribution — scikit-lear...
1 ) # lognormal distribution X_lognormal.... uniform ( low = 0 , high = 1 , size = size ) # bimodal distribution...scikit-learn.org/stable/auto_examples/preprocessing/plot_map_data_to_normal.html -
Visualization of MLP weights on MNIST — scikit-...
Iteration 1, loss = 0.44139186 Iteration 2,...fetch_openml ( "mnist_784" , version = 1 , return_X_y = True , as_frame...scikit-learn.org/stable/auto_examples/neural_networks/plot_mnist_filters.html -
Partial Dependence and Individual Conditional E...
rstride = 1 , cstride = 1 , cmap = plt . cm . BuPu...The example is inspired by [ 1 ] . Bike sharing dataset preprocessing...scikit-learn.org/stable/auto_examples/inspection/plot_partial_dependence.html