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Robust linear model estimation using RANSAC — s...
n_features = 1 , n_informative = 1 , noise = 10 , coef...normal ( size = ( n_outliers , 1 )) y [: n_outliers ] = - 3 + 10...scikit-learn.org/stable/auto_examples/linear_model/plot_ransac.html -
Gaussian Processes regression: basic introducto...
reshape ( - 1 , 1 ) y = np . squeeze ( X * np...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 -
移行 0.9.1 to 0.9.2 | DBFlute
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A demo of the Spectral Co-Clustering algorithm ...
consensus score: 1.000 # Authors: The scikit-learn...permutation ( data . shape [ 1 ]) data = data [ row_idx ][:,...scikit-learn.org/stable/auto_examples/bicluster/plot_spectral_coclustering.html -
Demonstration of multi-metric evaluation on cro...
1 ) # Get the regular numpy array...sample_score_std , alpha = 0.1 if sample == "test" else 0 , color...scikit-learn.org/stable/auto_examples/model_selection/plot_multi_metric_evaluation.html -
Selecting the number of clusters with silhouett...
from -1, 1 but in this example all # lie within [-0.1, 1] ax1...set_xlim ([ - 0.1 , 1 ]) # The (n_clusters+1)*10 is for inserting...scikit-learn.org/stable/auto_examples/cluster/plot_kmeans_silhouette_analysis.html -
The Johnson-Lindenstrauss bound for embedding w...
by: \[(1 - eps) \|u - v\|^2 < \|p(u) - p(v)\|^2 < (1 + eps) \|u...matrix with size: 1.304 MB Mean distances rate: 1.02 (0.17) Projected...scikit-learn.org/stable/auto_examples/miscellaneous/plot_johnson_lindenstrauss_bound.html -
One-class SVM with non-linear kernel (RBF) — sc...
reshape ( - 1 , 1 ), yy . reshape ( - 1 , 1 )], axis = 1 ) DecisionBoundaryDisp...OneClassSVM ( nu = 0.1 , kernel = "rbf" , gamma = 0.1 ) clf . fit (...scikit-learn.org/stable/auto_examples/svm/plot_oneclass.html -
Plot multi-class SGD on the iris dataset — scik...
feature_names [ 1 ], ) plt . axis ( "tight" ) #...scatter ( X [ idx , 0 ], X [ idx , 1 ], c = color , label = iris ....scikit-learn.org/stable/auto_examples/linear_model/plot_sgd_iris.html -
Class Likelihood Ratios to measure classificati...
param to positive negative mean 1.0 1.0 std 0.0 0.0 The absence of...linspace ( 0.1 , 0.8 , 6 ) weights = weights [:: - 1 ] # fit and...scikit-learn.org/stable/auto_examples/model_selection/plot_likelihood_ratios.html