[aphar]

https://en.wikipedia.org/wiki/Matthews_correlation_coefficie... is defined for binary (two-class) classifications only.

[brobdingnagian]

MCC is trivially extended to support regression and multi-label. See the implementation in http://grey.colorado.edu/emergent