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

• 主要作者: Katuwal, Rakesh Kumar
• 其他作者: Ponnuthurai N. Suganthan
• 格式: Thesis-Doctor of Philosophy
• 語言: English
• 出版: Nanyang Technological University 2020
• 主題: Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
• 在線閱讀: https://hdl.handle.net/10356/136779
• 機構: 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...