Pre-Selection of Independent Binary Features: An Application to Diagnosing Scrapie in Sheep

Ludmila Kuncheva, C. Whitaker, P. Cockcroft +1

Suppose that the only available information in a multi-class problem are expert estimates of the conditional probabilities of occurrence for a set of binary features. The aim is to…