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はてなブックマーク
2025/07/14 12:32 集計期間 : 2025/07/04 〜 2025/08/04 おすすめ特集 - ISUCON12...rocketnews24.com 2025/07/30 19:26 集計期間 : 2025/07/28 〜 2025/08/04 1 位 2124...b.hatena.ne.jp/ -
Successive Halving Iterations — scikit-learn 1....
[True, False], 'criterion': ['gini', 'entropy'], 'max_depth': [3,...[3, None], 'max_features': <scipy.stats....x7f489fc71450>, ...}...scikit-learn.org/stable/auto_examples/model_selection/plot_successive_halving_iterations.html -
Faces recognition example using eigenfaces and ...
y_train ) print ( "done in %0.3f s" % ( time () - t0 )) print ( "Best...X_train ) print ( "done in %0.3f s" % ( time () - t0 )) eigenfaces...scikit-learn.org/stable/auto_examples/applications/plot_face_recognition.html -
Shrinkage covariance estimation: LedoitWolf vs ...
plt . plot ( plt . xlim (), 2 * [ loglik_real ], "--r" , label...plt . ylim ()[ 0 ])) ymax = lik_max + 10.0 * np . log ( lik_max...scikit-learn.org/stable/auto_examples/covariance/plot_covariance_estimation.html -
Post pruning decision trees with cost complexit...
alpha for training set" ) Text(0.5, 1.0, 'Total Impurity vs effective...= "steps-post" ) ax . set_xlabel ( "effective alpha" ) ax . set_ylabel...scikit-learn.org/stable/auto_examples/tree/plot_cost_complexity_pruning.html -
Illustration of Gaussian process classification...
. Paired , edgecolors = ( 0 , 0 , 0 )) plt . xticks (()) plt...= ( 10 , 5 )) kernels = [ 1.0 * RBF ( length_scale = 1.15 ), 1.0...scikit-learn.org/stable/auto_examples/gaussian_process/plot_gpc_xor.html -
OOB Errors for Random Forests — scikit-learn 1....
observations \(z_i = (x_i, y_i)\) . The out-of-bag (OOB) error is...max_features = "sqrt" , random_state = RANDOM_STATE , ), ), ( "RandomForestClassifi,...scikit-learn.org/stable/auto_examples/ensemble/plot_ensemble_oob.html -
Nearest Neighbors regression — scikit-learn 1.7...
"prediction" ) plt . axis ( "tight" ) plt . legend () plt . title ( "KNeighborsRegressor...rng . rand ( 40 , 1 ), axis = 0 ) X_test = np . linspace ( 0 , 5...scikit-learn.org/stable/auto_examples/neighbors/plot_regression.html -
Comparison of kernel ridge regression and SVR —...
"alpha" : [ 1e0 , 0.1 , 1e-2 , 1e-3 ], "gamma" : np . logspace ( -...5 ] += 3 * ( 0.5 - rng . rand ( X . shape [ 0 ] // 5 )) X_plot...scikit-learn.org/stable/auto_examples/miscellaneous/plot_kernel_ridge_regression.html -
Isotonic Regression — scikit-learn 1.7.1 docume...
50 , 50 , size = ( n ,)) + 50.0 * np . log1p ( np . arange ( n...len ( y ))) lc . set_linewidths ( np . full ( n , 0.5 )) fig , (...scikit-learn.org/stable/auto_examples/miscellaneous/plot_isotonic_regression.html