The article introduces a new decision tree algorithm called SID3, which aims to simplify and speed up the process of creating decision trees for classification tasks. By focusing on the sensitivity of attributes in contributing to classification, SID3 outperforms the traditional ID3 algorithm in terms of generating accurate decision trees quickly and efficiently.