Hybrid performance measures and mixed evaluation method for data classification problems

• Main Author: Hossin, Mohammad
• Format: Thesis
• Language: English
• Published: 2012
• Subjects: Computer algorithms; Machine learning
• Online Access: http://psasir.upm.edu.my/id/eprint/33140/1/FSKTM%202012%2022.pdf; http://psasir.upm.edu.my/id/eprint/33140/

This study investigates two different issues of performance measure in data classification problem. First, this study examines the use of accuracy measure as a discriminator for building an optimized Prototype Selection (PS) algorithm. Second, this study evaluates the current evaluation practices fo...