Improving accuracy metric with precision and recall metrics for optimizing stochastic classifier

• Main Authors: Hossin, Mohammad, Sulaiman, Md. Nasir, Mustapha, Norwati, O. K. Rahmat, Rahmita Wirza
• Format: Conference or Workshop Item
• Language: English
• Published: Universiti Utara Malaysia Press 2011
• Online Access: http://psasir.upm.edu.my/id/eprint/59131/1/105.pdf; http://psasir.upm.edu.my/id/eprint/59131/

All stochastic classifiers attempt to improve their classification 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 solution towar...