Classification of imbalanced data

• Main Author: Tay, Hui Ling
• Other Authors: Ponnuthurai N. Suganthan
• Format: Final Year Project
• Language: English
• Published: 2018
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: http://hdl.handle.net/10356/75327
• Institution: Nanyang Technological University

Imbalance datasets exist in many real-world domains. It is straightforward to apply classification algorithms when the dataset is balanced. However, when there is imbalanced dataset and the objective is to detect a rare but important class/case, either modifications to the prevailing classification...