WU, Chia-Chi; CHEN, Yen-Liang; TANG, Kwei - Krannert School of Management, Purdue University - 2010
Resource constraints are commonly found in classification tasks. For example, there could be a budget limit on implementation and a deadline for finishing the classification task. Applying the top-down approach for tree induction in this situation may have significant drawbacks. In particular,...