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Clean up autoclean_cv docs
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rhiever committed Mar 2, 2016
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6 changes: 3 additions & 3 deletions datacleaner/datacleaner.py
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Expand Up @@ -69,9 +69,9 @@ def autoclean(input_dataframe, drop_nans=False, copy=False):
def autoclean_cv(training_dataframe, testing_dataframe, drop_nans=False, copy=False):
"""Performs a series of automated data cleaning transformations on the provided training and testing data sets
Unlike `autoclean()`, this function takes cross-validation into account by learning the data transformations from only the training set, then
applying those transformations to both the training and testing set. By doing so, this function will prevent information leak from the
training set into the testing set.
Unlike `autoclean()`, this function takes cross-validation into account by learning the data transformations
from only the training set, then applying those transformations to both the training and testing set.
By doing so, this function will prevent information leak from the training set into the testing set.
Parameters
----------
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