Accurate Parameter Elimination Approach in Ensemble Learning on NSL-KDD Dataset in Comparison with Candidate Elimination Algorithm

Author:

N. Kondaiah Naidu1,T Devi1

Affiliation:

1. Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Saveetha University,Department of Computer Science and Engineering,Chennai,Tamilnadu,India,602105

Publisher

IEEE

Reference16 articles.

1. Ensemble Learning with Recursive Feature Elimination Integrated Software Effort Estimation: A Novel Approach;rao;Evolutionary Intelligence,2021

2. Review of KDD Cup '99, NSL-KDD and Kyoto 2006 Datasets;danijela;Vojnotehnicki glasnik,2018

3. Ensemble Learning for Intrusion Detection Systems: A Systematic Mapping Study and Cross-Benchmark Evaluation;bayu adhi;Computer Science Review,2021

4. Rule Based Learning Intrusion Detection System Using KDD and NSL KDD Dataset;sandip;Prestige International Journal of Management & IT-Sanchayan,2015

5. Feature Selection and Intrusion Classification in NSL-KDD Cup 99 Dataset Employing SVMs;muhammad shakil;8th International Conference on Software Knowledge Information Management and Applications (SKIMA 2014),2014

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