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Gradient Boosting regression — scikit-learn 1.7...
subplot ( 1 , 1 , 1 ) plt . title ( "Deviance"...12 , 6 )) plt . subplot ( 1 , 2 , 1 ) plt . barh ( pos , feature_importance...scikit-learn.org/stable/auto_examples/ensemble/plot_gradient_boosting_regression.html -
load_svmlight_file — scikit-learn 1.7.2 documen...
length=-1 ) [source] # Load datasets in...binary mode. Changed in version 1.2: Path-like objects are now accepted....scikit-learn.org/stable/modules/generated/sklearn.datasets.load_svmlight_file.html -
L1 Penalty and Sparsity in Logistic Regression ...
axes_row ) in enumerate ( zip (( 1 , 0.1 , 0.01 ), axes )): # Increase...of the models for varying C. C=1.00 Sparsity with L1 penalty: 4.69%...scikit-learn.org/stable/auto_examples/linear_model/plot_logistic_l1_l2_sparsity.html -
Spectral clustering for image segmentation — sc...
[ 0 ]) ** 2 + ( y - center1 [ 1 ]) ** 2 < radius1 ** 2 circle2...[ 0 ]) ** 2 + ( y - center2 [ 1 ]) ** 2 < radius2 ** 2 circle3...scikit-learn.org/stable/auto_examples/cluster/plot_segmentation_toy.html -
SVM: Weighted samples — scikit-learn 1.7.2 docu...
n_clusters_per_class = 1 , class_sep = 1.1 , weights = [ 0.9 , 0.1 ], random_state...make_classification ( n_samples = 1_000 , n_features = 2 , n_informative...scikit-learn.org/stable/auto_examples/svm/plot_weighted_samples.html -
Combine predictors using stacking — scikit-lear...
min_samples_leaf 1 min_weight_fraction_leaf 0.0 max_features 1.0 max_leaf_nodes...min_samples_leaf 1 min_weight_fraction_leaf 0.0 max_features 1.0 max_leaf_nodes...scikit-learn.org/stable/auto_examples/ensemble/plot_stack_predictors.html -
Plot the support vectors in LinearSVC — scikit-...
subplot ( 1 , 2 , i + 1 ) plt . scatter ( X [:, 0 ], X [:, 1 ], c...colors = "k" , levels = [ - 1 , 0 , 1 ], alpha = 0.5 , linestyles...scikit-learn.org/stable/auto_examples/svm/plot_linearsvc_support_vectors.html -
apache-maven-fluido-1.3.0.min.css
1);-moz-box-shadow:0 1px 3px rgba(0,0,0,0.1);box-shadow:0...r-color:rgba(0,0,0,0.1) rgba(0,0,0,0.1) rgba(0,0,0,0.25);border-color:#e6e6e6...dbflute.seasar.org/maven/plugin/ja/css/apache-maven-fluido-1.3.0.min.css -
Approximate nearest neighbors in TSNE — scikit-...
0 * perplexity + 1 ) + 1 tsne_params = dict ( init =...improved since scikit-learn 1.1. Furthermore, the brute-force...scikit-learn.org/stable/auto_examples/neighbors/approximate_nearest_neighbors.html -
dcg_score — scikit-learn 1.7.2 documentation
asarray ([[ 1 , 0 , 0 , 0 , 1 ]]) >>> # by default ties...to have a score between 0 and 1. References Wikipedia entry for...scikit-learn.org/stable/modules/generated/sklearn.metrics.dcg_score.html