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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 -
OneVsOneClassifier — scikit-learn 1.7.0 documen...
X_test , y_train , y_test = train_test_split ( ......sklearn.model_selection import train_test_split >>> from sklearn.multiclass...scikit-learn.org/stable/modules/generated/sklearn.multiclass.OneVsOneClassifier.html -
Visualization of MLP weights on MNIST — scikit-...
partition and test partition X_train , X_test , y_train , y_test = train_test_split...print ( "Test set score: %f " % mlp . score ( X_test , y_test )) fig...scikit-learn.org/stable/auto_examples/neural_networks/plot_mnist_filters.html -
8.2. Real world datasets — scikit-learn 1.7.0 d...
newsgroups_test = fetch_20newsgroups ( subset = 'test' , ... categories...vectors_test = vectorizer . transform ( newsgroups_test . data...scikit-learn.org/stable/datasets/real_world.html -
Comparison between grid search and successive h...
is_sh : # SH dataframe: get mean_test_score values for the highest...= "param_C" , values = "mean_test_score" , aggfunc = "last" ,...scikit-learn.org/stable/auto_examples/model_selection/plot_successive_halving_heatmap.html -
Poisson regression and non-normal loss — scikit...
df_test = train_test_split ( df , test_size = 0.33 ,...df_test [ "Frequency" ], df_test [ "Frequency" ], df_test [ "Exposure"...scikit-learn.org/stable/auto_examples/linear_model/plot_poisson_regression_non_normal_loss.html -
Model Complexity Influence — scikit-learn 1.7.0...
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 -
ConfusionMatrixDisplay — scikit-learn 1.7.0 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 -
GraphicalLasso — scikit-learn 1.7.0 documentation
: X_test array-like of shape (n_samples, n_features) Test data...the observations. score ( X_test , y = None ) [source] # Compute...scikit-learn.org/stable/modules/generated/sklearn.covariance.GraphicalLasso.html -
fetch_20newsgroups_vectorized — scikit-learn 1....
‘test’ for the test set, ‘all’ for both,...Parameters : subset {‘train’, ‘test’, ‘all’}, default=’train’ Select...scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_20newsgroups_vectorized.html