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3.3. Tuning the decision threshold for class pr...
DecisionTreeClassifi ( max_depth = 2 , random_state = 0 ) . fit ( X...best_score_ np.float64(0.86) 3.3.1.2. Important notes regarding the...scikit-learn.org/stable/modules/classification_threshold.html -
A demo of the mean-shift clustering algorithm &...
2 , n_samples = 500 ) ms = MeanShift...scikit-learn.org/stable/auto_examples/cluster/plot_mean_shift.html -
Comparing Random Forests and Histogram Gradient...
col = 2 ) fig . add_trace ( line_trace , row = 1 , col = 2 ) fig..." ) Number of physical cores: 2 Unlike RF, HGBT models offer an...scikit-learn.org/stable/auto_examples/ensemble/plot_forest_hist_grad_boosting_comparison.html -
Map data to a normal distribution — sciki...
figaspect ( 2 )) axes = axes . flatten () axes_idxs..., 9 ), ( 1 , 4 , 7 , 10 ), ( 2 , 5 , 8 , 11 ), ( 12 , 15 , 18...scikit-learn.org/stable/auto_examples/preprocessing/plot_map_data_to_normal.html -
Scaling the regularization parameter for SVCs &...
logspace ( - 2.3 , - 1.3 , 10 ) train_sizes =...param_range = Cs , cv = cv , n_jobs = 2 , ) results [ label ] = test_scores...scikit-learn.org/stable/auto_examples/svm/plot_svm_scale_c.html -
8.13.2 release notes | Enterprise Search docume...
2 release notes IMPORTANT : This...the latest documentation . 8.13.2 release notes No changes since...www.elastic.co/guide/en/enterprise-search/8.19/release-notes-8.13.2.html -
Feature importances with a forest of trees R...
n_classes = 2 , random_state = 0 , shuffle =...None min_samples_split 2 min_samples_leaf 1 min_...scikit-learn.org/stable/auto_examples/ensemble/plot_forest_importances.html -
Column Transformer with Mixed Types — sci...
float64 dtypes: category(2), float64(2), int64(1) memory usage:...scikit-learn 1.2 Release Highlights for scikit-learn 1.2 Gallery generated...scikit-learn.org/stable/auto_examples/compose/plot_column_transformer_mixed_types.html -
Recognizing hand-written digits — scikit-...
turning each 2-D array of grayscale values from...0.99 0.99 88 1 0.99 0.97 0.98 91 2 0.99 0.99 0.99 86 3 0.98 0.87...scikit-learn.org/stable/auto_examples/classification/plot_digits_classification.html -
Density Estimation for a Gaussian mixture ̵...
2 ) + np . array ([ 20 , 20 ]) #...random . randn ( n_samples , 2 ), C ) # concatenate the two datasets...scikit-learn.org/stable/auto_examples/mixture/plot_gmm_pdf.html