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Multiclass Classification Support is Broken
See original GitHub issueMulticlass support in DeepChem is currently broken. There are a number of places where classification models assume binary data and make shape casts accordingly. Here’s an (incomplete) list of places with this issue:
dc.trans.BalancingTransformerisn’t multiclass aware (#1813)Model.predict()doesn’t work correctly for multiclass data (it seems to assume the data is binary and just returns the 0-class probability).- probably others…
H/T to @ramanktalwar who dug out many of these failures! We should try to fix these before the 2.4 release
Issue Analytics
- State:
- Created 3 years ago
- Comments:5 (5 by maintainers)
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Ah this was fixed in my refactoring of the metrics a few weeks ago 😃. Let me go ahead and close this issue!
@rbharath I seem
GraphConvModelwork well for multiclass data. What is the problem…?