ENH: Add classification performance measures. Closes #1577

Still needs

- [ ] ROC curve
- [ ] rst docs update
- [ ] release note
- [ ] visualization grid for multinomial prediction table?
- [ ] review of notes

They're untested, but the formulas are very easily verifiable.