Decision trees, random vector functional link neural network and their ensembles

• Main Author: Katuwal, Rakesh Kumar
• Other Authors: Ponnuthurai N. Suganthan
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
• Online Access: https://hdl.handle.net/10356/136779
• Institution: Nanyang Technological University

Decision Tree (DT) and Neural Network (NN) are two popular machine learning algorithms. A decision tree consists of internal nodes and leaf nodes. Each internal node is associated with a test function while each leaf node represents a class label or contains probability distribution. A decision tree...