Turn off BoxCox transformer because it may lead to potential bugs

georgian-io-archive / foreshadow

An automatic machine learning system

https://foreshadow.readthedocs.io

Apache License 2.0

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Turn off BoxCox transformer because it may lead to potential bugs #174

Closed jzhang-gp closed 5 years ago

jzhang-gp commented 5 years ago

Description

As we found out in the hackerson, the boxcox transformer is buggy right now so we decided to turn it off for now.

Bug: The min of the test data set can be even smaller than the one we found in the training set, causing the negative shifting function in the transformer to fail.

jzhang-gp commented 5 years ago

I will recreate a new PR for this and merge later. Closing.