Zouggar, Souad Taleb; Adla, Abdelkader - In: International Journal of Decision Support System … 9 (2017) 4, pp. 16-36
To compute a partition quality for a decision tree, we propose a new measure called NIM “New Information Measure”. The measure is simpler, provides similar performance, and sometimes outperforms the existing measures used with tree-based methods. The experimental results using the MONITDIAB...