Achieving higher classification accuracy with ensemble of trees

• 主要作者: Cheng, Wen Xin
• 其他作者: Ponnuthurai Nagaratnam Suganthan
• 格式: Final Year Project
• 語言: English
• 出版: 2017
• 主題: DRNTU::Engineering::Electrical and electronic engineering
• 在線閱讀: http://hdl.handle.net/10356/71661
• 機構: Nanyang Technological University

Classification is a process where a classifier predicts a class label to an object using the set of inputs. One simple method to solve classification problems is a decision tree, a classifier which can be easily interpreted with a graph and yet produces potentially high accuracies. However, there is...