Measuring prediction certainty
nClassifier-specific methods
nSupport vector machines:
nDistance from separator
nNaïve Bayes classifier:
nPosterior probability of winning class
nDecision tree classifier:
nWeighted sum of distance from different boundaries,  error of the leaf, depth of the leaf, etc
nCommittee-based approach:
n   (Seung, Opper, and Sompolinsky 1992)
nDisagreements amongst members of  a committee
nMost successfully used method
n