What are some best practices for building and deploying J48 models?

The modified J48 classifier is used to increase the accuracy rate of the data mining procedure. The data mining tool WEKA has been used as an API of MATLAB for ... 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 ... In next phase for classification of flowers we have used classification techniques in which we found the accuracy score of j48 classifier is higher than Naïve ... Aug 9, 2021 ... J48 (C4.5) is the most commonly used decision tree algorithm that is an extension of Quinlan's earlier ID3 Algorithm - known to have a ... Keywords: crime prediction; machine learning; decision tree; J48; artificial intelligence; Classification Algorithms. I. INTRODUCTION. Crimes are a common ... Thanks to a collection of categorical data, we were able to apply the j48 algorithms of (ML) to create the workplace model of prediction. Overall, utilizing the ... the J48 Decision Tree algorithm and the combination of J48 with Freeling and Leffe ... the J48 Decision Tree algorithm over all eval- uation datasets are ... Jul 27, 2022 ... It involves systematic analysis of large data sets. The classification is used to manage data, sometimes tree modelling of data helps to make ... algorithm "Rainbow" has no impact on J48 decision tree algorithm. After all, we concluded that there is no need for removing stop words, because according ... In this paper, in educational data mining we used data mining classification algorithms like J48 algorithm from decision tree to predict the student's ...