Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach

Emmanouil A. Platanios, Hoifung Poon, Tom M. Mitchell +1

We propose an efficient method to estimate the accuracy of classifiers using only unlabeled data. We consider a setting with multiple classification problems where the target class…