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Explicit feature map approximation for RBF kern...
n_samples // 2 ], digits . target [: n_samples // 2 ]) # Now predict...n_samples // 2 :], digits . target [ n_samples // 2 :]) # data_test...scikit-learn.org/stable/auto_examples/miscellaneous/plot_kernel_approximation.html -
Plot Ridge coefficients as a function of the re...
- 2 , n_alphas ) coefs = [] for a...scikit-learn.org/stable/auto_examples/linear_model/plot_ridge_path.html -
Version 0.24 — scikit-learn 1.7.2 documentation
2 # April 2021 Changelog # sklearn.compose...single metrics and verbose > 2. #19659 by Thomas Fan . Fix Some...scikit-learn.org/stable/whats_new/v0.24.html -
d2_absolute_error_score — scikit-learn 1.7.2 do...
2 , 3 ] >>> y_pred = [ 2 , 2 , 2 ] >>> d2_absolute_error_score...3 , - 0.5 , 2 , 7 ] >>> y_pred = [ 2.5 , 0.0 , 2 , 8 ] >>> d...scikit-learn.org/stable/modules/generated/sklearn.metrics.d2_absolute_error_score.html -
Effect of model regularization on training and ...
n_jobs = 2 , score_type = "both" , ) disp..."Validation Curve for ElasticNet (R$^2$ Score)" , xlabel = r "alpha (regularization...scikit-learn.org/stable/auto_examples/model_selection/plot_train_error_vs_test_error.html -
Varying regularization in Multi-layer Perceptro...
n_features = 2 , n_redundant = 0 , n_informative = 2 , random_state.... random . RandomState ( 2 ) X += 2 * rng . uniform ( size =...scikit-learn.org/stable/auto_examples/neural_networks/plot_mlp_alpha.html -
Recursive feature elimination with cross-valida...
The introduction of 2 additional redundant (i.e. correlated)...n_informative = 3 , n_redundant = 2 , n_repeated = 0 , n_classes =...scikit-learn.org/stable/auto_examples/feature_selection/plot_rfe_with_cross_validation.html -
Failure of Machine Learning to infer causal eff...
degree" : 2.0 , "ability" : 5.0 , "experience" : 0.2 , "parent...parent_hourly_wages = 50 * rng . beta ( 2 , 8 , size = n_samples ) parent_hourly_wages...scikit-learn.org/stable/auto_examples/inspection/plot_causal_interpretation.html -
7.4. Imputation of missing values — scikit-lear...
2. Univariate feature imputation...'mean' ) >>> imp . fit ([[ 1 , 2 ], [ np . nan , 3 ], [ 7 , 6 ]])...scikit-learn.org/stable/modules/impute.html -
Lasso model selection via information criteria ...
2 of [ZHT2007] . A LassoLarsIC estimator...References [ ZHT2007 ] ( 1 , 2 ) Zou, Hui, Trevor Hastie, and...scikit-learn.org/stable/auto_examples/linear_model/plot_lasso_lars_ic.html