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PredefinedSplit — scikit-learn 1.8.0 docu...
2 ], [ 3 , 4 ], [ 1 , 2 ], [ 3 , 4 ]]) >>>...index=[1 2 3] Test: index=[0] Fold 1: Train: index=[0 2] Test:...scikit-learn.org/stable/modules/generated/sklearn.model_selection.PredefinedSplit.html -
power_transform — scikit-learn 1.8.0 docu...
2 ], [ 3 , 2 ], [ 4 , 5 ]] >>>...and negative values ‘box-cox’ [2] , only works with strictly positive...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.power_transform.html -
lars_path_gram — scikit-learn 1.8.0 docum...
float64(2.220446049250313e-16) , copy_Gram...case method=’lasso’ is: ( 1 / ( 2 * n_samples )) * || y - Xw ||^...scikit-learn.org/stable/modules/generated/sklearn.linear_model.lars_path_gram.html -
LeavePOut — scikit-learn 1.8.0 documentation
3] Test: index=[0 2] Fold 2: Train: index=[1 2] Test: index=[0...([ 1 , 2 , 3 , 4 ]) >>> lpo = LeavePOut ( 2 ) >>>...scikit-learn.org/stable/modules/generated/sklearn.model_selection.LeavePOut.html -
Model Complexity Influence — scikit-learn...
"n_iter_no_change" : 2 , }, "changing_param"..."C" : 1e3 , "gamma" : 2 **- 15 }, "changing_param"...scikit-learn.org/stable/auto_examples/applications/plot_model_complexity_influence.html -
Manifold Learning methods on a severed sphere &...
2 sec ISO: 0.1 sec MDS: 0.89 sec...projections with matplotlib < 3.2 import mpl_toolkits.mplot3d #...scikit-learn.org/stable/auto_examples/manifold/plot_manifold_sphere.html -
adjusted_rand_score — scikit-learn 1.8.0 ...
2 ], [ 0 , 0 , 1 , 1 ]) 0.57 ARI..., 0 , 1 , 1 ], [ 0 , 0 , 1 , 2 ]) 0.57 If classes members are...scikit-learn.org/stable/modules/generated/sklearn.metrics.adjusted_rand_score.html -
Early stopping in Gradient Boosting — sci...
axes [ 2 ] . bar ( labels , training_times ) axes [ 2 ] . set_ylabel...axes [ 2 ] . text ( bar . get_x () + bar . get_width () / 2 , height...scikit-learn.org/stable/auto_examples/ensemble/plot_gradient_boosting_early_stopping.html -
Multilabel classification — scikit-learn ...
subplot ( 2 , 2 , subplot ) plt . title ( title..."none" , linewidths = 2 , label = "Class 2" , ) plot_hyperplane...scikit-learn.org/stable/auto_examples/miscellaneous/plot_multilabel.html -
additive_chi2_kernel — scikit-learn 1.8.0...
-2.], [-2., -1.]]) On this page This...given by: k(x, y) = -Sum [(x - y)^2 / (x + y)] It can be interpreted...scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise.additive_chi2_kernel.html