Weighted Scoring in Geometric Space for Decision Tree Ensemble

In order to improve the classification performance of a single classification model, Multiple Classifier Systems (MCS) are used. One of the most common techniques utilizing multiple decision trees is the random forest, where diversity between base classifiers is obtained by bagging the training data...

Full description

Bibliographic Details
Main Authors: Jedrzej Biedrzycki, Robert Burduk
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9079594/