Current exclusive support of binary classification is limiting the use of the tool. Multi-class problems arise frequently and it would be nice to be able to use polyssifier for multiclass data.
- a convenient feature would be to limit classifiers to inherently multiclass
- the default may be one vs all for all classifiers that support this
- it would be nice to be able to automatically reweigh classes for imbalanced datasets
Current exclusive support of binary classification is limiting the use of the tool. Multi-class problems arise frequently and it would be nice to be able to use polyssifier for multiclass data.