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Dlux804 / McQuade-Chem-ML

Development of easy to use and reproducible ML scripts for chemistry.
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Some classification models not working on multi-label data sets. #82

Open dickeygh opened 4 years ago

dickeygh commented 4 years ago

Describe the bug SVM classifier, linearSVC, ada, and gdb all raise errors when being ran on multi-label data sets (clintox and sider).

To Reproduce Run these models with multi-label data sets (requires slight changing of Get_Task_Type because it has been hard coded in Get_Task_Type to not allow these models to run on multi-label sets).

The new PR can be used in order to get these models.

Screenshots SVM breaking on sider:

SVC breaking on sider

SVM breaking on clintox:

SVC breaking on clintox

linearSVC breaking on sider:

linearSVC fail on sider

linearSVC breaking on clintox:

LinearSVC fail on clintox

ada breaking on sider:

ada fail on sider

ada breaking on clintox:

ada fail on clintox

gdb breaking on sider: gdb fail on sider part 1 gdb fail on sider part 2

gdb breaking on clintox: gdb fail on clintox part 1 gdb fail on clintox part 2