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Novelty detection with Local Outlier Factor (LO...
n_neighbors) is typically set 1) greater than the minimum number...novelty = True , contamination = 0.1 ) clf . fit ( X_train ) # DO NOT...scikit-learn.org/stable/auto_examples/neighbors/plot_lof_novelty_detection.html -
OpenTelemetry Bridge | APM .NET Agent Reference...
out of the box starting version 1.23.0 . This allows you to instrument...www.elastic.co/guide/en/apm/agent/dotnet/current/opentelemetry-bridge.html -
6.9. Transforming the prediction target (y) — s...
1, 1, 1], [0, 0, 1, 0, 0], [1, 1, 0, 1, 0], [1, 1, 1, 1,...1, 1], [1, 1, 1, 0, 0]]) For more information about multilabel...scikit-learn.org/stable/modules/preprocessing_targets.html -
Cross-validation on diabetes Dataset Exercise —...
alphas [ - 1 ]]) (np.float64(0.0001), np.f...print ( "[fold {0} ] alpha: {1:.5f} , score: {2:.5f} " . format...scikit-learn.org/stable/auto_examples/exercises/plot_cv_diabetes.html -
Comparing anomaly detection algorithms for outl...
1 ], s = 10 , color = colors [( y_pred + 1 ) // 2 ])..., kernel = "rbf" , gamma = 0.1 )), ( "One-Class SVM (SGD)" ,...scikit-learn.org/stable/auto_examples/miscellaneous/plot_anomaly_comparison.html -
Ledoit-Wolf vs OAS estimation — scikit-learn 1....
covariance matrix (AR(1) process) r = 0.1 real_cov = toeplitz (...plot MSE plt . subplot ( 2 , 1 , 1 ) plt . errorbar ( n_samples_range...scikit-learn.org/stable/auto_examples/covariance/plot_lw_vs_oas.html -
Sampling-based profiler | APM Java Agent Refere...
« How to find slow methods API/Code » Elastic Docs › APM: Java Agent Reference APM Observability › APM APM agents And...www.elastic.co/guide/en/apm/agent/java/current/method-sampling-based.html -
All options summary | APM .NET Agent Reference ...
« Supportability configuration options Public API » Elastic Docs › APM: .NET Agent Reference APM Observability › APM ...www.elastic.co/guide/en/apm/agent/dotnet/current/config-all-options-summary.html -
Effect of varying threshold for self-training —...
mean ( axis = 1 ), yerr = scores . std ( axis = 1 ), capsize =...( axis = 1 ), yerr = amount_labeled . std ( axis = 1 ), capsize...scikit-learn.org/stable/auto_examples/semi_supervised/plot_self_training_varying_threshold.html -
A demo of the mean-shift clustering algorithm —...
centers = [[ 1 , 1 ], [ - 1 , - 1 ], [ 1 , - 1 ]] X , _ = make_blobs...matplotlib.pyplot as plt plt . figure ( 1 ) plt . clf () colors = [ "#dede00"...scikit-learn.org/stable/auto_examples/cluster/plot_mean_shift.html