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pd.read_csv(breastcancer, delimiter=';') # Remove the 'id' column as it is not useful for prediction, to simplify the dataset df = df.drop(["id"], axis=1) # Reduce the dataframe size by sampling 1/3 of the data df = df.sample(frac=1/3, random_state=1) # random_state for reproducibility # Separate