Structured prediction for feature selection and performance evaluation

• Main Author: Mao, Qi
• Other Authors: School of Computer Engineering
• Format: Theses and Dissertations
• Language: English
• Published: 2014
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Simulation and modeling
• Online Access: https://hdl.handle.net/10356/55288
• Institution: Nanyang Technological University

Machine learning methods can be employed to discover the relationship between inputs and their desired outputs from a large collection of data points. The outputs of many real-world problems are naturally formed as structured objects in which elements are interdependent in terms of the given structu...