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Model Complexity Influence — scikit-learn 1.7.1...
X_test , y_train , y_test = train_test_split ( X ,...X_train , "X_test" : X_test , "y_train" : y_train , "y_test" : y_test...scikit-learn.org/stable/auto_examples/applications/plot_model_complexity_influence.html -
UTFluteのセットアップ | DBFlute
@Java /** * The test case with container for unit test. * @author...PlainTestCase { public void test_demo() { // メソッド名が test で始まること markHere(...dbflute.seasar.org/ja/manual/function/helper/utflute/setup.html -
Getting Started — scikit-learn 1.7.1 documentation
X_test , y_train , y_test = train_test_split ( X ,...X_train , X_test , y_train , y_test = train_test_split ( X ,...scikit-learn.org/stable/getting_started.html -
ConfusionMatrixDisplay — scikit-learn 1.7.1 doc...
X_test , y_train , y_test = train_test_split ( X ,...X_train , X_test , y_train , y_test = train_test_split ( ......scikit-learn.org/stable/modules/generated/sklearn.metrics.ConfusionMatrixDisplay.html -
Comparison of Calibration of Classifiers — scik...
X_test , y_train , y_test = train_test_split ( X ,...from_estimator ( clf , X_test , y_test , n_bins = 10 , name = name...scikit-learn.org/stable/auto_examples/calibration/plot_compare_calibration.html -
ExtraTreeRegressor — scikit-learn 1.7.1 documen...
X_test , y_train , y_test = train_test_split ( ......y_train ) >>> reg . score ( X_test , y_test ) 0.33 apply ( X , check_input...scikit-learn.org/stable/modules/generated/sklearn.tree.ExtraTreeRegressor.html -
RBF SVM parameters — scikit-learn 1.7.1 documen...
best_params_ , grid . best_score_ ) ) The best parameters...and just applying it on the test set. from sklearn.preprocessing...scikit-learn.org/stable/auto_examples/svm/plot_rbf_parameters.html -
Scalable learning with polynomial kernel approx...
import train_test_split X_train , X_test , y_train , y_test = train_test_split...train_test_split ( X , y , train_size = 5_000 , test_size = 10_000...scikit-learn.org/stable/auto_examples/kernel_approximation/plot_scalable_poly_kernels.html -
Column Transformer with Heterogeneous Data Sour...
) X_test , y_test = fetch_20newsgroups ( random_state...body = text . partition ( " \n\n " ) # store body text in second...scikit-learn.org/stable/auto_examples/compose/plot_column_transformer.html -
Partial Dependence and Individual Conditional E...
( f "Test R2 score: { mlp_model . score ( X_test , y_test ) :...f "Test R2 score: { hgbdt_model . score ( X_test , y_test ) :...scikit-learn.org/stable/auto_examples/inspection/plot_partial_dependence.html -
Permutation Importance with Multicollinear or C...
X_test , y_train , y_test = train_test_split ( X ,...accuracy on test data: { clf . score ( X_test , y_test ) : .2 }...scikit-learn.org/stable/auto_examples/inspection/plot_permutation_importance_multicollinear.html -
Understanding the decision tree structure — sci...
X_test , y_train , y_test = train_test_split ( X ,...decision_path ( X_test ) leaf_id = clf . apply ( X_test ) sample_id...scikit-learn.org/stable/auto_examples/tree/plot_unveil_tree_structure.html -
Gradient Boosting regression — scikit-learn 1.7...
X_test , y_train , y_test = train_test_split ( X ,...mean_squared_error ( y_test , reg . predict ( X_test )) print ( "The...scikit-learn.org/stable/auto_examples/ensemble/plot_gradient_boosting_regression.html -
Probability calibration of classifiers — scikit...
y_test , sw_train , sw_test = train_test_split ( X , y , sample_weight...split train, test for calibration X_train , X_test , y_train ,...scikit-learn.org/stable/auto_examples/calibration/plot_calibration.html -
Crafting a minimal reproducer for scikit-learn ...
the train_test_split X_train , X_test , y_train , y_test = train_test_split...( X_test , y_test ) other_score = gbdt . score ( X_test , y_test...scikit-learn.org/stable/developers/minimal_reproducer.html -
java-editor-templates.xml
test_junit4 Test @${testType:newType(org.junit.Test)} public...wt.text Text ${type:newType(org.eclipse.swt.widgets.Text)} $...dbflute.seasar.org/download/patch/handson/20140921_templates/java-editor-templates.xml -
Varying regularization in Multi-layer Perceptro...
training and test part X_train , X_test , y_train , y_test = train_test_split...and testing points ax . scatter ( X_test [:, 0 ], X_test [:,...scikit-learn.org/stable/auto_examples/neural_networks/plot_mlp_alpha.html -
Pipeline ANOVA SVM — scikit-learn 1.7.1 documen...
X_test , y_train , y_test = train_test_split ( X ,...predict ( X_test ) print ( classification_report ( y_test , y_pred...scikit-learn.org/stable/auto_examples/feature_selection/plot_feature_selection_pipeline.html -
8.2. Real world datasets — scikit-learn 1.7.1 d...
newsgroups_test = fetch_20newsgroups ( subset = 'test' , ... categories...vectors_test = vectorizer . transform ( newsgroups_test . data...scikit-learn.org/stable/datasets/real_world.html -
L1-based models for Sparse Signals — scikit-lea...
import train_test_split X_train , X_test , y_train , y_test = train_test_split...train_test_split ( X , y , test_size = 0.5 , shuffle = False ) In...scikit-learn.org/stable/auto_examples/linear_model/plot_lasso_and_elasticnet.html -
Column Transformer with Mixed Types — scikit-le...
X_test , y_train , y_test = train_test_split ( X ,...score ( X_test , y_test ) : .3f } " ) accuracy of the best model...scikit-learn.org/stable/auto_examples/compose/plot_column_transformer_mixed_types.html -
Recognizing hand-written digits — scikit-learn ...
and 50% test subsets X_train , X_test , y_train , y_test = train_test_split...train_test_split ( data , digits . target , test_size = 0.5 , shuffle...scikit-learn.org/stable/auto_examples/classification/plot_digits_classification.html -
One-Class SVM versus One-Class SVM using Stocha...
size n_error_test = y_pred_test [ y_pred_test == - 1 ] . size...size n_error_test_sgd = y_pred_test_sgd [ y_pred_test_sgd == - 1...scikit-learn.org/stable/auto_examples/linear_model/plot_sgdocsvm_vs_ocsvm.html -
7.4. Imputation of missing values — scikit-lear...
X_test , y_train , _ = train_test_split ( X , y , test_size...SimpleImputer(missing_values=-1) >>> X_test = sp . csc_matrix ([[ - 1 ,...scikit-learn.org/stable/modules/impute.html -
Nearest Neighbors regression — scikit-learn 1.7...
axis = 0 ) X_test = np . linspace ( 0 , 5 , 500...X_train , y ) . predict ( X_test ) plt . subplot ( 2 , 1 , i...scikit-learn.org/stable/auto_examples/neighbors/plot_regression.html -
Species distribution modeling — scikit-learn 1....
"ascii" ) points = dict ( test = test , train = train ) for label...species . pts_test [ "dd long" ], species . pts_test [ "dd lat"...scikit-learn.org/stable/auto_examples/applications/plot_species_distribution_modeling.html -
Multilabel classification using a classifier ch...
X_test , Y_train , Y_test = train_test_split ( X ,...predict ( X_test ) ovr_jaccard_score = jaccard_score ( Y_test , Y_pred_ovr...scikit-learn.org/stable/auto_examples/multioutput/plot_classifier_chain_yeast.html -
12.1. Array API support (experimental) — scikit...
train_test_split utils.check_consistent_length...checks as part of the common tests to verify that the estimators’...scikit-learn.org/stable/modules/array_api.html -
Pipelining: chaining a PCA and a logistic regre...
errorbar ( best_clfs [ components_col ], best_clfs [ "mean_test_score"...ents" is_max_test_score = pl . col ( "mean_test_score" ) == pl...scikit-learn.org/stable/auto_examples/compose/plot_digits_pipe.html -
RegressorChain — scikit-learn 1.7.1 documentation
test) splits as arrays of indices....coefficient of determination on test data. The coefficient of determination,...scikit-learn.org/stable/modules/generated/sklearn.multioutput.RegressorChain.html -
Image denoising using kernel PCA — scikit-learn...
X_test , y_train , y_test = train_test_split ( X ,...0.25 , size = X_test . shape ) X_test_noisy = X_test + noise noise...scikit-learn.org/stable/auto_examples/applications/plot_digits_denoising.html -
Custom refit strategy of a grid search with cro...
import train_test_split X_train , X_test , y_train , y_test = train_test_split..., "mean_test_recall" , "std_test_recall" , "mean_test_precision"...scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_digits.html -
Logistic function — scikit-learn 1.7.1 document...
plot ( X_test , ols . coef_ * X_test + ols . intercept_...= "black" , zorder = 20 ) X_test = np . linspace ( - 5 , 10 ,...scikit-learn.org/stable/auto_examples/linear_model/plot_logistic.html -
javatry (じゃゔぁとらい) | DBFlute
public void test_length_basic() { } ↓↓↓ public void test_length_basic()...(メソッド終了時の変数 sea の中身は？) */ public void test_variable_reassigned_basic()...dbflute.seasar.org/ja/tutorial/javatry/index.html -
Isotonic Regression — scikit-learn 1.7.1 docume...
plot ( x_test , ir . predict ( x_test ), "C1-" ) ax1 ....noisy data (n= %d )" % n ) x_test = np . linspace ( - 10 , 110...scikit-learn.org/stable/auto_examples/miscellaneous/plot_isotonic_regression.html -
OLX delivers trusted trading platforms with Ela...
initial testing within their AWS account, and the tests proved...downloading the Elastic Stack and testing the functionality of Elastic’s...www.elastic.co/customers/olx-delivers-trusted-trading-platforms-with-elastic-cloud-on-aws -
LeavePOut — scikit-learn 1.7.1 documentation
Provides train/test indices to split data in train/test sets. This..." ) ... print ( f " Test: index= { test_index } " ) Fold 0: Train:...scikit-learn.org/stable/modules/generated/sklearn.model_selection.LeavePOut.html -
Swaggerの環境セットアップ | LastaFlute
実際には、UTFluteが依存していますが、UTFlute自体はtestスコープなので、そのままだとアプリ実行環境で使えないので...を [App]LastaDocTest に追加します。 test_swaggerJson() を追加し、さらに prepareMockContextPa()...dbflute.seasar.org/ja/lastaflute/howto/structure/swaggerenv.html -
ハンズオンセクション 12 | DBFlute
でなくてもいいが、できるだけ効率よく 対応テストメソッド test_selectDreamOrderList_その通りの順序で検索されていること()...会員名称と会員アカウントを連結して部分一致させて、会員を検索 対応テストメソッド test_selectDreamLikeSearc_その通りの条件で検索されていること()...dbflute.seasar.org/ja/tutorial/handson/section12.html -
Features in Histogram Gradient Boosting Trees —...
import train_test_split X_train , X_test , y_train , y_test = train_test_split...train_test_split ( X , y , test_size = 0.4 , shuffle = False ) print...scikit-learn.org/stable/auto_examples/ensemble/plot_hgbt_regression.html -
Successive Halving Iterations — scikit-learn 1....
The best candidate is the candidate that has the best score..."params_str" , values = "mean_test_score" ) ax = mean_scores ....scikit-learn.org/stable/auto_examples/model_selection/plot_successive_halving_iterations.html -
Explicit feature map approximation for RBF kern...
the second half: data_test , targets_test = ( data [ n_samples...2 :]) # data_test = scaler.transform(data_test) # Create a classifier:...scikit-learn.org/stable/auto_examples/miscellaneous/plot_kernel_approximation.html -
ハンズオンニュース | DBFlute
-- Testing --> <!-- = = = = --> <!-- unit test --> <dependency>...With - Text Editor" で開いて修正します。ただし、その後ダブルクリックしても Text Editor ...dbflute.seasar.org/ja/tutorial/handson/news.html -
DetCurveDisplay — scikit-learn 1.7.1 documentation
X_test , y_train , y_test = train_test_split ( ......X_train , X_test , y_train , y_test = train_test_split ( ......scikit-learn.org/stable/modules/generated/sklearn.metrics.DetCurveDisplay.html -
Restricted Boltzmann Machine features for digit...
X_test , Y_train , Y_test = train_test_split ( X ,...sklearn.model_selection import train_test_split from sklearn.preprocessing...scikit-learn.org/stable/auto_examples/neural_networks/plot_rbm_logistic_classification.html -
Scaling the regularization parameter for SVCs —...
= 1e-3 ) We compute the mean test score for different values of...train_sizes ] shuffle_params = { "test_size" : 0.3 , "n_splits" : 150...scikit-learn.org/stable/auto_examples/svm/plot_svm_scale_c.html -
Early stopping of Stochastic Gradient Descent —...
y_train ) test_score = estimator . score ( X_test , y_test ) return...X_train , X_test , y_train , y_test = train_test_split ( X ,...scikit-learn.org/stable/auto_examples/linear_model/plot_sgd_early_stopping.html -
Comparing random forests and the multi-output m...
X_test , y_train , y_test = train_test_split ( X ,...predict ( X_test ) y_rf = regr_rf . predict ( X_test ) # Plot the...scikit-learn.org/stable/auto_examples/ensemble/plot_random_forest_regression_multioutput.html -
ハンズオンセクション 9 | DBFlute
引数の値で null は許されない 対応テストメソッド test_letsOutside_会員が検索されること() 会員名称が...(区分値メソッドを使う、select句にカラムを追加してもOK) test_letsOutside_条件値なしで全件検索されること()...dbflute.seasar.org/ja/tutorial/handson/section09.html -
LeaveOneGroupOut — scikit-learn 1.7.1 documenta...
f " Test: index= { test_index } , group= { groups [ test_index...indices for that split. test ndarray The testing set indices for that...scikit-learn.org/stable/modules/generated/sklearn.model_selection.LeaveOneGroupOut.html