Minibatch: Add one-hot encoding option for int #259
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njayaram2
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Apr 10, 2018
| preprocessor whether you want to encode them or not. In the case that you have | ||
| already encoded the dependent variable yourself, you can ignore this parameter. | ||
| Also, if you want to encode float values for some reason, cast them to text | ||
| first. |
JIRA: MADLIB-1226 Integer dependent variables can be used either in regression or classification. To use in classification, they need to be one-hot encoded. This commit adds an option to allow users to pick if a integer dependent input needs to one-hot encoded or not. The flag is ignored if the variable is not of integer type. Other changes include adding an appropriate test in install-check, code cleanup and PEP8 conformance.
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I've (force) pushed after the rebase. This should now reflect the |
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njayaram2
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Apr 12, 2018
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JIRA: MADLIB-1226
Integer dependent variables can be used either in regression or
classification. To use in classification, they need to be one-hot
encoded. This commit adds an option to allow users to pick if a integer
dependent input needs to one-hot encoded or not. The flag is ignored if
the variable is not of integer type.
Other changes include adding an appropriate test in install-check,
code cleanup and PEP8 conformance.