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Featurization issues #6

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djsutherland opened this issue Jul 29, 2016 · 1 comment
Open

Featurization issues #6

djsutherland opened this issue Jul 29, 2016 · 1 comment

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@djsutherland
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  • MIGPUMA has joint meaning with MIGSP; same for POWPUMA/POWSP.
  • Why does RELP come up so much in the ridge models? What does it mean in practice?
@djsutherland
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  • CITWP, YOEP, JWMNP: mean-coding blanks might not be the right thing, since blank means the person was born in the US / doesn't work
  • MLP* (when served in military) could probably be simplified; VPS does that
  • NWAB, NWAV, NWLA, NWLK, NWRE are recoded into ESR
  • RELP (relationship to reference person) is kind of a weird feature
  • hierarchical featurization for ANC_P / FOD_P / INDP / NAICSP / OCCP / SOCP?
  • merge ANC1P/ANC2P, RAC1P/RAC2P/...?
  • re-featurize JWAP/JWDP to be circular?
  • Things that refer to specific in-US places: MIGPUMA, MIGSP, POBP, POWPUMA, POWSP
  • POVPIP: pretty sharp featurization difference between 500 and 501

@djsutherland djsutherland mentioned this issue Nov 7, 2016
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@djsutherland