Monotonicity of the $$\chi ^2$$ χ 2 -statistic and Feature Selection
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DOI: 10.1007/s40745-020-00251-7
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- Firuz Kamalov & Fadi Thabtah, 2017. "A Feature Selection Method Based on Ranked Vector Scores of Features for Classification," Annals of Data Science, Springer, vol. 4(4), pages 483-502, December.
- Firuz Kamalov & Ho Hon Leung, 2020. "Outlier Detection in High Dimensional Data," Journal of Information & Knowledge Management (JIKM), World Scientific Publishing Co. Pte. Ltd., vol. 19(01), pages 1-16, March.
- Taghi M. Khoshgoftaar & Kehan Gao & Amri Napolitano & Randall Wald, 2014. "A comparative study of iterative and non-iterative feature selection techniques for software defect prediction," Information Systems Frontiers, Springer, vol. 16(5), pages 801-822, November.
- Albert Satorra & Peter Bentler, 2010. "Ensuring Positiveness of the Scaled Difference Chi-square Test Statistic," Psychometrika, Springer;The Psychometric Society, vol. 75(2), pages 243-248, June.
- Fadi Thabtah & Firuz Kamalov, 2017. "Phishing Detection: A Case Analysis on Classifiers with Rules Using Machine Learning," Journal of Information & Knowledge Management (JIKM), World Scientific Publishing Co. Pte. Ltd., vol. 16(04), pages 1-16, December.
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Keywords
Feature selection; $$chi ^2$$ χ 2 -statistic; Machine learning; Big data;All these keywords.
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