Abstract
The disturbances caused in the liver are recognized as liver disorder which results in illness. The liver plays a vital role and exclusive functions in the body. Liver injury/rupture can lead to massive damage to the body. Liver disease is a widely used term that covers all the probable issues that cause the liver to fail in order to perform its selected functions. Overconsumption of alcohol can lead to liver disorder which ultimately leads to many other problems. SLAVE is an associate degree inductive learning calculation that employs concepts in lightweight of down like principle hypothesis. This hypothesis can be used to perceive an authentic device for enhancing the comprehension of the knowledge, which cannot be inherited if just the purpose of reading by the user is known. Besides, SLAVE utilizes associate reiterative approach for learning. The research tends to propose an associate adjustment of the underlying reiterative approach used as a region of SLAVE.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Quinlan, J.R.: C4.5: Programs for Machine Learning. Morgan Kauffman Publishers, San Mateo, California (1993)
Frawley, W.J., Piatetsky-Shapiro, G.: Knowledge Discovery in Databases: An Overview. The AAAI/MIT Press, Menlo Park, CA (1996)
McDermott, J., Forsyth, R.S.: Diagnosing a disorder in a classification benchmark. Pattern Recogn. Lett. 73 (2016)
Lichman, M.: UCI machine learning repository. University of California, School of Information and Computer Science, Irvine, CA (2013). http://archive.ics.uci.edu/ml
Triguero, I., Gonzlez, S., Moyano, J.M., Garca, S., Alcal-Fdez, J., Luengo, J., Fernndez, A., del Jesus, M.J., Snchez, L., Herrera, F.: KEEL-3.0: an open source software for multi stage analysis in data mining. Int. J. Comput. Intell. Syst. 10, 1238–1249 (2017)
Alcal Fdez, J., Snchez, L., Garca, S., del Jesus, M.J., Ventura, S., Garrell, J.M., Otero, J., Romero, C., Bacardit, J., Rivas, V.M., Fernndez, J.C., Herrera, F.: KEEL: a software tool to assess evolutionary algorithms to data mining problems. Soft Comput. 13(3), 307–318 (2009)
Alcal-Fdez, J., Fernandez, A., Luengo, J., Derrac, J., Garca, S., Snchez, L., Herrera. F.: KEEL—data mining software tool: data set repository, integration of algorithms and experimental analysis framework. J. Mult. Valued Logic Soft Comput. 17(2–3), 255–287 (2011)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2019 Springer Nature Singapore Pte Ltd.
About this paper
Cite this paper
Saxena, S., Deep, V., Sharma, P. (2019). Liver Disorder Prediction Due to Excessive Alcohol Consumption Using SLAVE. In: Abraham, A., Dutta, P., Mandal, J., Bhattacharya, A., Dutta, S. (eds) Emerging Technologies in Data Mining and Information Security. Advances in Intelligent Systems and Computing, vol 755. Springer, Singapore. https://doi.org/10.1007/978-981-13-1951-8_18
Download citation
DOI: https://doi.org/10.1007/978-981-13-1951-8_18
Published:
Publisher Name: Springer, Singapore
Print ISBN: 978-981-13-1950-1
Online ISBN: 978-981-13-1951-8
eBook Packages: Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)