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Gradient Boosting Out-of-Bag estimates — scikit...
subsample < 1.0 ), the estimates are derived...y = random_state . binomial ( 1 , p , size = n_samples ) X = np...scikit-learn.org/stable/auto_examples/ensemble/plot_gradient_boosting_oob.html -
Reporter configuration options | APM Java Agent...
dynamically as of 1.8.0 Default Type Dynamic http://127.0.0.1:8200 URL...metrics_interval ( [ 1.3.0 ] Added in 1.3.0. ) The interval at...www.elastic.co/guide/en/apm/agent/java/current/config-reporter.html -
Demo of DBSCAN clustering algorithm — scikit-le...
centers = [[ 1 , 1 ], [ - 1 , - 1 ], [ 1 , - 1 ]] X , labels_true...len ( set ( labels )) - ( 1 if - 1 in labels else 0 ) n_noise_...scikit-learn.org/stable/auto_examples/cluster/plot_dbscan.html -
Early stopping of Stochastic Gradient Descent —...
class_1 = "8" ): """Load MNIST, select...fetch_openml ( "mnist_784" , version = 1 , as_frame = False ) # take only...scikit-learn.org/stable/auto_examples/linear_model/plot_sgd_early_stopping.html -
Spectral clustering for image segmentation — sc...
[ 0 ]) ** 2 + ( y - center1 [ 1 ]) ** 2 < radius1 ** 2 circle2...[ 0 ]) ** 2 + ( y - center2 [ 1 ]) ** 2 < radius2 ** 2 circle3...scikit-learn.org/stable/auto_examples/cluster/plot_segmentation_toy.html -
Plot the support vectors in LinearSVC — scikit-...
subplot ( 1 , 2 , i + 1 ) plt . scatter ( X [:, 0 ], X [:, 1 ], c...colors = "k" , levels = [ - 1 , 0 , 1 ], alpha = 0.5 , linestyles...scikit-learn.org/stable/auto_examples/svm/plot_linearsvc_support_vectors.html -
Multiclass Receiver Operating Characteristic (R...
1 ], [ 0 , 1 ], "k--" , label = "Chance...xlim = ( - 0.01 , 1.01 ), ylim = ( - 0.01 , 1.01 ), ) We confirm...scikit-learn.org/stable/auto_examples/model_selection/plot_roc.html -
Biclustering documents with the Spectral Co-clu...
Done in 1.14s. V-measure: 0.4415 MiniBatchKMeans......alphalpha, proline, benson bicluster 1 : 1948 documents, 4325 words categories...scikit-learn.org/stable/auto_examples/bicluster/plot_bicluster_newsgroups.html -
Gaussian Processes regression: basic introducto...
num = 1_000 ) . reshape ( - 1 , 1 ) y = np . squeeze...import RBF kernel = 1 * RBF ( length_scale = 1.0 , length_scale_bounds...scikit-learn.org/stable/auto_examples/gaussian_process/plot_gpr_noisy_targets.html -
Approximate nearest neighbors in TSNE — scikit-...
0 * perplexity + 1 ) + 1 tsne_params = dict ( init =...improved since scikit-learn 1.1. Furthermore, the brute-force...scikit-learn.org/stable/auto_examples/neighbors/approximate_nearest_neighbors.html