A filter-based feature selection model for anomaly-based intrusion detection systems

I Ullah, QH Mahmoud - … Conference on Big Data (Big Data), 2017 - ieeexplore.ieee.org
… our proposed model, J48, SVM and BayesNet using ISCX and … highest percentage of correctly
classified instances for both … for intrusion detection systems using support vector machines"…

[PDF][PDF] Performance evaluation of intrusion detection system using selected features and machine learning classifiers

RAR Mahmood, AH Abdi, M Hussin - Baghdad Science Journal, 2021 - iasj.net
based Naïve Bayes, k-Nearest Neighbors, Decision Tree and … A Support Vector Machine
(SVM) is based on statistical … of selected features, one with 11 features selected using GA …

Analysis of classification & feature selection techniques for detecting dementia

D Bansal, K Khanna, R Chhikara, RK Dua… - … Computing in Science …, 2019 - papers.ssrn.com
… The results proved that J48 is outshining among all the classifiers for … on Support Vector
Machines (SVMs). In order to train a … Naïve Bayes is only showing one percent gain on applying …

Classification models for likelihood prediction of diabetes at early stage using feature selection

OO Oladimeji, A Oladimeji, O Oladimeji - Applied Computing and …, 2021 - emerald.com
… dataset with 11 parameters after feature selection on Support Vector Machine, Random Forest,
Naïve Bayes, Decision Tree … Bayes, J48 and K-nearest neighbor algorithms were applied …

[PDF][PDF] Comparative analysis of selected heterogeneous classifiers for software defects prediction using filter-based feature selection methods

AG Akintola, AO Balogun, F Lafenwa-Balogun… - 2018 - researchgate.net
Naïve Bayes was selected from Bayes category Classifier, KNN was selected from Instance
Based Learner category, J48 … The Naive Bayes algorithm is a simple probabilistic classifier …

[PDF][PDF] A study on statistical based feature selection methods for classification of gene microarray dataset

T Vallam - Journal of Theoretical and Applied Information …, 2013 - jatit.org
… The Support Vector Machine classifier was used for cancer … The Naive Bayes classifier
applied to learning tasks where … classification by Bayes and J48 (C4.5) while using the first 10 …

Predicting student academic performance using support vector machine and random forest

L H. Alamri, R S. Almuslim, M S. Alotibi… - Proceedings of the …, 2020 - dl.acm.org
… was that Naïve Bayes provides a proper classification of … The techniques used: J48 algorithm,
Support Vector Machine … the common features selected by the feature selection methods. …

Comparing the wrapper feature selection evaluators on twitter sentiment classification

NK Suchetha, A Nikhil, P Hrudya - … International Conference on …, 2019 - ieeexplore.ieee.org
… while combining IG and Support Vector Machine (SVM). [4] com… A C4.5 decision tree known
as J48 in weka was trained with … wrapper feature subset selection with Naive Bayes classifier.…

The classification performance using support vector machine for endemic dengue cases

NI Nordin, NM Sobri, NA Ismail, SN Zulkifli… - Journal of Physics …, 2020 - iopscience.iop.org
Naïve Bayes Classifier techniques to test the performance. The random forest classifier with
its associated Gini feature … They conclude that NB and J48 are the top performance classifier. …

Student performance prediction using support vector machine and k-nearest neighbor

H Al-Shehri, A Al-Qarni, L Al-Saati… - 2017 IEEE 30th …, 2017 - ieeexplore.ieee.org
… and the best results were obtained by 1-NN and Naïve Bayes… The results show that (J48)
decision tree classifier has the … Secondly, we performed the attribute selection process to …