Downscaling of precipitation on a lake basin: evaluation of rule and decision tree induction algorithms

• Main Authors: Ojha, C. S. P., Goyal, Manish Kumar
• Other Authors: School of Civil and Environmental Engineering
• Format: Article
• Language: English
• Published: 2013
• Online Access: https://hdl.handle.net/10356/101319; http://hdl.handle.net/10220/16270
• Institution: Nanyang Technological University

We investigate the performance of existing state-of-the-art rule induction and tree algorithms, namely Single Conjunctive Rule Learner, Decision Table, M5 Model Tree, Decision Stump and REPTree. Downscaling models are developed using these algorithms to obtain projections of mean monthly precipitati...