What is accuracy, precision, recall, and F1-score in the context of J48?

May 18, 2024 ... Currently, many studies have utilized machine learning methods such as the decision tree algorithms C4.5, ID3, CART, J48, random forest, and ... Feb 29, 2020 ... In this research J48 decision tree algorithm is used and it is improved by Boosted J48 HTM Cortical algorithm. Sep 11, 2019 ... ... algorithms were used to impute missing data. The RF classification approach and J48 algorithm were applied on original complete data and the ... Data Science (ICCIDS 2018). Keywords:C4.5, J48, J48Consolidated, J48Graft, TOPSIS, Classifier Rank, ISCXIDS2012, NSL-KDD, Intrusion Detection. Apr 1, 2018 ... Hence, this paper works only the decision tree classification algorithms due to their hierarchal nature, diversity, and simplicity, these are ... J48, with its roots in the C4.5 algorithm, offers a compelling blend of simplicity, interpretability, and accuracy. It empowers you to make data-driven ... Mar 5, 2024 ... The J48 decision tree method demonstrated the highest precision and accuracy in the prediction of shoulder calcification resorption by ESWT. ... J48 classifier, as depicted in Figures 21-a and 21-b. Note that J48 (implementation of C4.5 algorithm) does not require discretization of numeric attributes ... Feb 25, 2022 ... ... J48 algorithms are used. As for the feature selection algorithm; Gain Ratio Attribute and ReliefF Attribute are selected. The results are ... Dance Gesture Recognition Using Laban Movement Analysis with J48 Classification. Joko Sutopo, Mohd Khanapi Abd Ghani, M. A. Burhanuddin, Aulia Nur Septiani ...