Achieving higher classification accuracy with ensemble of trees

• Main Author: Cheng, Wen Xin
• Other Authors: Ponnuthurai Nagaratnam Suganthan
• Format: Final Year Project
• Language: English
• Published: 2017
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: http://hdl.handle.net/10356/71661
• Institution: Nanyang Technological University

Classification is a process where a classifier predicts a class label to an object using the set of inputs. One simple method to solve classification problems is a decision tree, a classifier which can be easily interpreted with a graph and yet produces potentially high accuracies. However, there is...