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GridSearchCV — scikit-learn 1.5.0 documentation
'param_gamma' : masked_array ( data = [ -- -- 0.1 0.2 ], mask = [ True...'param_degree' : masked_array ( data = [ 2.0 3.0 -- -- ], mask = [ False...scikit-learn.org/stable/modules/generated/sklearn.model_selection.GridSearchCV.html -
GradientBoostingClassifier — scikit-learn 1.5.0...
values must be in the range [2, inf) . If float, values must be in...values must be in the range [1, inf) . If float, values must be in...scikit-learn.org/stable/modules/generated/sklearn.ensemble.GradientBoostingClassifier.html -
top_k_accuracy_score — scikit-learn 1.5.0 docum...
the order of the class scores must correspond to the order of labels...contain all the labels, labels must be provided. k int, default=2...scikit-learn.org/stable/modules/generated/sklearn.metrics.top_k_accuracy_score.html -
Post-tuning the decision threshold for cost-sen...
fraudulent_refuse = ( mask_true_positive . sum () * 50 ) + amount [ mask_true_positive...y_true , y_pred , amount ): mask_true_positive = ( y_true ==...scikit-learn.org/stable/auto_examples/model_selection/plot_cost_sensitive_learning.html -
Isomap — scikit-learn 1.5.0 documentation
then radius must be None . radius float or None,...is a float, then n_neighbors must be set to None . Added in version...scikit-learn.org/stable/modules/generated/sklearn.manifold.Isomap.html -
3.4. Metrics and scoring: quantifying the quali...
to tasks in which predictions must assign probabilities to a set...tuning. The sign of the loss must be switched to ensure that greater...scikit-learn.org/stable/modules/model_evaluation.html -
Plot classification probability — scikit-learn ...
scatter ( X [ mask_y_pred , 0 ], X [ mask_y_pred , 1 ], marker...predicted to belong to given class mask_y_pred = y_pred == label axes...scikit-learn.org/stable/auto_examples/classification/plot_classification_probability.html -
KPN defends the business from malware and ranso...
who must keep up with the fast-changing...by foreign governments." KPN must also protect its infrastructure...www.elastic.co/customers/kpn -
roc_auc_score — scikit-learn 1.5.0 documentation
The probability estimates must sum to 1 across the possible...the order of the class scores must correspond to the order of labels...scikit-learn.org/stable/modules/generated/sklearn.metrics.roc_auc_score.html -
Kernel Density Estimate of Species Distribution...
:: 5 ] land_mask = ( land_reference > - 9999...ravel ()]) . T xy = xy [ land_mask ] xy *= np . pi / 180.0 # Plot...scikit-learn.org/stable/auto_examples/neighbors/plot_species_kde.html