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AllanLRH/resample_and_split_data.py

Created January 6, 2020 10:16
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#resample #train_test_split
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resample_and_split_data.py
import imblearn
from sklearn import model_selection
rus = imblearn.under_sampling.RandomUnderSampler(sampling_strategy=1.0, random_state=42)
X, y = rus.fit_sample(df.drop('Target', axis=1), df.Target)
X_train, X_test, y_train, y_test = model_selection.train_test_split(X, y, test_size=0.33, random_state=42)
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