Performance evaluation of a multi-stage classification for cow behavior

Decision tree (DT) algorithm is a simple and effective method for classification of cow behavior. In order to evaluate the performance of this classifier, Receiver-Operating Characteristic (ROC) curve is used. However, this classification often consists of multiple stages of simpler classifiers with multi-level decision thresholds. This paper proposes to… CONTINUE READING