[WIP] Sparse Target Dummy Classifier

- [x] Test a sparse multioutput case
- [x] Fit with sparse target
- [ ] Predict sparse target
I have implemented these changes except for step 6, I do not used the min length parameter. I think predict could work without needing to do the minlength which could save some space, I could be wrong. Will report when I implement sparse predict.