A confusion matrix C is such that Ci,j is equal to the number of observations known to be in group i but predicted to be in group j.
If the classifier is nice, the diagonal is high because there are true positives
Genderize confusion matrix:

      F   M   U  
F  [[ 6,  0,  0 ]
M   [ 1,  28,  0 ]]
