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Label Propagation circles: Learning a complex s...
title ( "Raw data (2 classes=outer and inner)"...scikit-learn.org/stable/auto_examples/semi_supervised/plot_label_propagation_structure.html -
Plot the decision surface of decision trees tra...
2 ], [ 0 , 3 ], [ 1 , 2 ], [ 1 , 3 ], [ 2 , 3 ]]): #...boundary ax = plt . subplot ( 2 , 3 , pairidx + 1 ) plt . tight_layout...scikit-learn.org/stable/auto_examples/tree/plot_iris_dtc.html -
Lasso model selection: AIC-BIC / cross-validati...
718747 2.850031 4805.989341 4867.358990 2.384338 4801.702266...4801.702266 4867.163224 2.296575 4802.594754 4872.147022 2.031555 4801.236720...scikit-learn.org/stable/auto_examples/linear_model/plot_lasso_model_selection.html -
Comparing randomized search and grid search for...
035905148)} Model with rank: 2 Mean validation score: 0.987 (std:...111111111)} Model with rank: 2 Mean validation score: 0.991 (std:...scikit-learn.org/stable/auto_examples/model_selection/plot_randomized_search.html -
A demo of structured Ward hierarchical clusteri...
sigma = 2 ) rescaled_coins = rescale ( smoothened_coins , 0.2 , mode...scikit-learn.org/stable/auto_examples/cluster/plot_coin_ward_segmentation.html -
Comparing random forests and the multi-output m...
random_state = 2 ) regr_rf . fit ( X_train , y_train...) plt . ylabel ( "target 2" ) plt . title ( "Comparing...scikit-learn.org/stable/auto_examples/ensemble/plot_random_forest_regression_multioutput.html -
Hashing feature transformation using Totally Ra...
TruncatedSVD ( n_components = 2 ) X_reduced = svd . fit_transform...scikit-learn.org/stable/auto_examples/ensemble/plot_random_forest_embedding.html -
Comparing different hierarchical linkage method...
xlim ( - 2.5 , 2.5 ) plt . ylim ( - 2.5 , 2.5 ) plt . xticks...t; : 2 }), ( noisy_moons , { "n_clusters" : 2 }), (...scikit-learn.org/stable/auto_examples/cluster/plot_linkage_comparison.html -
Iso-probability lines for Gaussian Processes cl...
0256**2 * DotProduct(sigma_0=5.72) ** 2 # Authors: The...[:, 1 ] - 0.5 * x [:, 0 ] ** 2.0 # Design of experiments X =...scikit-learn.org/stable/auto_examples/gaussian_process/plot_gpc_isoprobability.html -
Nested versus non-nested cross-validation ̵...
This example compares non-nested and nested cross-validation strategies on a classifier of the iris data set. Nested cross-validation (CV) is often used to train a model in which hyperparameters al...scikit-learn.org/stable/auto_examples/model_selection/plot_nested_cross_validation_iris.html