How can the interpretability of decision tree ensembles be improved?

Aug 18, 2021 ... J48 algorithm is one of the most widely used machine learning algorithms to examine the data categorically and continuously. Performance Comparison of Decision Tree J48, CART, and Naïve Bayes Algorithms for Predicting Chronic Kidney Disease. Jul 29, 2019 ... The TB patient dataset is applied and tested in decision tree J48 algorithm using WEKA. The J48 model identi- fied the three (3) significant ... Oct 12, 2020 ... ID3 #C4.5 #J48 #CART #ntanetcomputerscience ID3,C4.5 J48 CART Decision Tree Construction. This paper aims at predicting soil fertility class using decision tree algorithms in data mining . Further, it focuses on performance tuning of J48 decision ... Sep 5, 2017 ... The C4.5/J48 algorithm differs from the IDE3 as while building a decision tree, the algorithm can accept the continuous and the categorical ... May 9, 2020 ... We apply different Machine Learning classification algorithms to predict an acceptance model of E-orientation systems. Aug 1, 2018 ... Instead of manual evaluation through the usage of Snort IDS, a J48 decision tree (Weka package of C4.5 algorithm) is used. In this ... Sep 30, 2022 ... Soekarno Hatta requires analysis with data mining techniques such as the J48 algorithm and Decision Tree, and Naïve Bayes. ... decision tree. For this purpose, the cost-sensitive J48 algorithm was used to develop the decision tree model. Results: Utilizing all the key features of ...