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import sklearn.datasets as skd
import pandas as pd

# generate a problem with more overlap
X, Y = skd.make_classification(n_samples=10000, n_classes=10, n_informative = 5)
df_x = pd.DataFrame(X)
df_y = pd.DataFrame(Y)
df_x.to_csv("classification-10k-10classes-x.csv", index=False)
df_y.to_csv("classification-10k-10classes-y.csv", index=False)


    

    




/Users/mark/anaconda/lib/python2.7/site-packages/matplotlib/__init__.py:872: UserWarning: axes.color_cycle is deprecated and replaced with axes.prop_cycle; please use the latter.
  warnings.warn(self.msg_depr % (key, alt_key))

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