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# classification dataset | |
from sklearn.datasets import make_classification | |
# define dataset | |
X_clf, y_clf = make_classification(n_samples=1000, n_features=8, n_informative=3, n_redundant=5, random_state=1) | |
# summarize the dataset | |
print(X_clf.shape, y_clf.shape) |
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