Abstract
Indeed the Quran is the main guideline for Muslims. The enticing thing in the Quran is one verse of the Quran can be classified into more than one topic of discussion in the Quran, for example one verse discusses about prayer and faith or arkanul Islam and religions, thus this called multilabel case. In this study, we compared the multi-label Quran verse topic classification techniques using Na¨ıve bayes, ANN and SVM. Based on the experiment conducted, combination Na¨ıve Bayes algorithm with Mutual Information or Information Gain gives the best performance when it applied to construct the model with Hamming Loss of 0.0938.
Talk to us
Join us for a 30 min session where you can share your feedback and ask us any queries you have
Schedule a callDisclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.
