Multi-Armed Bandits-Based Optimization of Decision Trees

Hasibul Karim Shanto, Umme Ayman Koana, Shadikur Rahman

Decision trees, without appropriate constraints, can easily become overly complex and prone to overfit, capturing noise rather than generalizable patterns. To resolve this problem,…