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No axis projection or oblique projection split criterion exist as regression criteria #4

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morgsmss7 opened this issue Nov 14, 2019 · 0 comments
Open

No axis projection or oblique projection split criterion exist as regression criteria #4

morgsmss7 opened this issue Nov 14, 2019 · 0 comments
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Description

There are two split criteria that are not included as regression criteria in sklearn: Axis projection in which one predictor is chosen at random to calculate MSE and Oblique projection in which outputs are projected onto a sparse line before splitting with MSE. More tests are being done to show when they perform differently than the existing criteria.

Enhancement

I plan to implement these two split criteria as subclasses to RegressionCriteria
@eigenvivek eigenvivek assigned eigenvivek and morgsmss7 and unassigned eigenvivek Nov 15, 2019
@morgsmss7 morgsmss7 mentioned this issue Nov 24, 2019
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j1c added a commit that referenced this issue Dec 20, 2019
@j1c
Merge pull request #10 from NeuroDataDesign/add-projection-criteria
b5a21d0 
WIP: Add projection split criteria (see issue #4)
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@eigenvivek @morgsmss7