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Decision Tree Regression with AdaBoost — scikit...
color = colors [ 1 ], label = "n_estimators=1" , linewidth = 2...boosted using the AdaBoost.R2 [ 1 ] algorithm on a 1D sinusoidal...scikit-learn.org/stable/auto_examples/ensemble/plot_adaboost_regression.html -
Feature importances with a forest of trees — sc...
[{0: 1, 1: 1}, {0: 1, 1: 5}, {0: 1, 1: 1}, {0: 1, 1: 1}] instead...[{0: 1, 1: 1}, {0: 1, 1: 5}, {0: 1, 1: 1}, {0: 1, 1: 1}] instead...scikit-learn.org/stable/auto_examples/ensemble/plot_forest_importances.html -
Demo of HDBSCAN clustering algorithm — scikit-l...
centers = [[ 1 , 1 ], [ - 1 , - 1 ], [ 1.5 , - 1.5 ]] X , labels_true...== - 1 : # Black used for noise. col = [ 0 , 0 , 0 , 1 ] class_index...scikit-learn.org/stable/auto_examples/cluster/plot_hdbscan.html -
Manifold Learning methods on a severed sphere —...
64 sec modified: 1.2 sec ISO: 0.11 sec MDS: 1.1 sec Non-metric...Embedding: 0.04 sec t-SNE: 4.1 sec # Authors: The scikit-learn...scikit-learn.org/stable/auto_examples/manifold/plot_manifold_sphere.html -
Comparison of F-test and mutual information — s...
1 * N(0, 1), that is the third feature...sin ( 6 * np . pi * X [:, 1 ]) + 0.1 * np . random . randn ( 1000...scikit-learn.org/stable/auto_examples/feature_selection/plot_f_test_vs_mi.html -
Comparing Target Encoder with Other Encoders — ...
versionchanged:: 1.1 Added option 'quantile'. .. versionchanged:: 1.3 Added...versionchanged:: 1.1 Added option 'quantile'. .. versionchanged:: 1.3 Added...scikit-learn.org/stable/auto_examples/preprocessing/plot_target_encoder.html -
Recognizing hand-written digits — scikit-learn ...
0 0 0 1 0 0 0 0 0] [ 0 88 1 0 0 0 0 0 1 1] [ 0 0 85 1 0 0 0 0...0 0 88 1 0 0 2] [ 0 1 0 0 0 0 90 0 0 0] [ 0 0 0 0 0 1 0 88 0...scikit-learn.org/stable/auto_examples/classification/plot_digits_classification.html -
Scaling the regularization parameter for SVCs —...
7 ) axes [ 1 ] . set_title ( "Scaling C by sqrt(1 / n_samples)"...0.8 ) axes [ 1 ] . set_title ( "Scaling C by sqrt(1 / n_samples)"...scikit-learn.org/stable/auto_examples/svm/plot_svm_scale_c.html -
Sparse coding with a precomputed dictionary — s...
subplot ( 1 , 2 , subplot + 1 ) plt . title ( "Sparse...transform ( y . reshape ( 1 , - 1 )) density = len ( np . flatnonzero...scikit-learn.org/stable/auto_examples/decomposition/plot_sparse_coding.html -
Face completion with a multi-output estimators ...
shape [ 1 ] # Upper half of the faces X_train...X_train = train [:, : ( n_pixels + 1 ) // 2 ] # Lower half of the faces...scikit-learn.org/stable/auto_examples/miscellaneous/plot_multioutput_face_completion.html