Cost-time sensitive decision tree with missing values

• Main Authors: ZHANG, Shichao, ZHU, Xiaofeng, ZHANG, Jilian, ZHANG, Chengqi
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2007
• Subjects: Decision Tree; Test Strategy; Test Cost; Intangible Cost; Misclassification Cost; Computer Engineering; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/4179; https://ink.library.smu.edu.sg/context/sis_research/article/5182/viewcontent/cost_time_sensitive_decision_tree_with_missing_values.pdf
• Institution: Singapore Management University

Cost-sensitive decision tree learning is very important and popular in machine learning and data mining community. There are many literatures focusing on misclassification cost and test cost at present. In real world application, however, the issue of time-sensitive should be considered in cost-sens...