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Description
Describe the bug
There are two bugs that were discovered with the DFEncoder
classes:
- When a column has all identical values, the standard deviation can be 0 causing a divide by 0 error in the scalar
- When the column reconstruction chooses
_other
as the most likely value, an index out of range error can occur since the column categories dont include_other
by default.
Both of these bugs have already been fixed internally. The fixes need to be applied and tested to the new repo.
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