Improving Accuracy Metric with Precision and Recall Metrics for Optimizing Stochastic Classifier

• Main Authors: Hossin, M., Sulaiman, M.N, Mustapha, N., Rahmat, R.W
• Format: Proceeding
• Language: English
• Published: 2011
• Subjects: T Technology (General)
• Online Access: http://ir.unimas.my/id/eprint/3353/1/Hossin%20M..pdf; http://ir.unimas.my/id/eprint/3353/
• Institution: Universiti Malaysia Sarawak

All stochastic classifiers attempt to improve their classifica-tion performance by constructing an optimized classifier. Typically, all of stochastic classification algorithms employ accuracy metric to discriminate an optimal solution. However, the use of accuracy metric could lead the so-lution tow...