How can fairness be incorporated into decision tree learning?

Laxmikant Dewangan, Mausami Kar, “Classification of epileptic EEG signals based on J48 Classifier based feature selection”, (Published by IJRASET, INDIA) ... Evaluating the performance of the J48 decision tree. Description. This function evaluates the performance of the generated trees for error estimation by ... 5 algorithms or can be called as optimized implementation of the C4.5. The output of J48 is the Decision tree. A Decision tree is similar to the tree structure ... The model is used to classify new objects. II. DATA CLASSIFIER. In this paper, two classifiers, naive bayes algorithm and J48 decision tree algorithm are used ... Sep 15, 2023 ... J48 algorithm was chosen from the WEKA software tool to develop the Decision Tree. Results: The Decision Tree comprises root nodes, branches ... Feb 29, 2020 ... In this research J48 decision tree algorithm is used and it is improved by Boosted J48 HTM Cortical algorithm. May 9, 2020 ... We apply different Machine Learning classification algorithms to predict an acceptance model of E-orientation systems. Performance Comparison of Decision Tree J48, CART, and Naïve Bayes Algorithms for Predicting Chronic Kidney Disease. ... decision tree learners (). In this work, the J48 method (an implementation of the C4.5 algorithm), the CART (Classification and ... Crime Prediction Using Decision Tree (J48) Classification Algorithm. Article May, 2017 Authors: E. Ahishakiye, D. Taremwa E. Opiyo and I. Niyonzima