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GenoML / genoml2

GenoML (genoml2) is an open source Python package. It is an automated machine learning (autoML) platform for genomics data
Apache License 2.0
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Secondary feature selection #10

Closed mikeDTI closed 3 years ago

mikeDTI commented 4 years ago

Please make sure that this is a feature request.

System information:

Describe Current Behavior/State and Recommended Feature Request: Right now feature selection in part of munge with an old extraTrees routine.
Would be good to add multiple feature selection options at train as well, to cut down on information leakage between the training and witheld samples at algorithm selection. This may have some slight ramifications at tune since all data is in the CV routine there.

Will this change the current API? How? Extra options for feature selection at train and a new feature to extract list created for tune.

Who Will Benefit from this Feature? Everyone without external datasets / resources for feature triaging.

Any Additional Information? Faraz just started watching Twin Peaks and I am proud of him.

mikeDTI commented 4 years ago

💀☕️

On Thu, Aug 6, 2020 at 5:42 PM Mary B. Makarious notifications@github.com wrote:

Assigned #10 https://github.com/GenoML/genoml_v2/issues/10 to @mikeDTI https://github.com/mikeDTI.

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