Modeling meta-cognition for efficient learning

• Main Author: Ruan, Pingcheng
• Other Authors: Suresh Sundaram
• Format: Student Research Paper
• Language: English
• Published: 2015
• Subjects: DRNTU::Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/105728; http://hdl.handle.net/10220/26034
• Institution: Nanyang Technological University

‘Meta-cognitive Radial Basis Function Network’ (McRBFN) and ‘Projection Based Learning’ (PBL) is a machine-learning algorithm used to classify a data sample. Its meta-cognitive component selects one learning strategy from sample deletion, neuron growth and parameter update and sample reservation. Th...