Restore lost functionality

Restore some of the old lost functionality

- `default_sample_subset`, `default_feature_subset`
- `params` --> `kwargs` in a few places
- Docstrings of `BaseData`
- Pass `BaseData.data_type` to `plot_dimensionality_reduction`