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Published in:

Volume 7 Issue 5
May-2020
eISSN: 2349-5162

Unique Identifier

JETIR2005111

Page Number

783-791

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Title

HEPATIC DISEASE PREDICTION USING MACHINE LEARNING

ISSN

2349-5162

Cite This Article

"HEPATIC DISEASE PREDICTION USING MACHINE LEARNING", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.7, Issue 5, page no.783-791, May-2020, Available :http://www.jetir.org/papers/JETIR2005111.pdf

Abstract

Determination of hepatic sickness at a fundamental stage is significant for better treatment. It is a provoking assignment for clinical analysts to foresee the infection in the beginning times. Regularly the side effects become obvious when it is past the point of no return. To defeat this issue, this venture intends to improve hepatic malady determination utilizing AI draws near. The fundamental target of this examination is to utilize characterization calculations to distinguish the liver patients from solid people. This undertaking likewise intends to look at the characterization calculations dependent on their exhibition factors. In this examination, THREE order calculations Support Vector Machines (SVM), K Nearest Neighbor (KNN) and counterfeit neural systems (ANN) have been considered for looking at their exhibition dependent on the liver patient information. To serve the restorative network for the conclusion of liver illness among patients, a graphical UI will be created utilizing python. The GUI can be promptly used by specialists and clinical experts as a screening device for the liver illness. The dataset utilized is The Indian Liver Patient Dataset (ILPD) which was chosen from UCI Machine learning store for this examination. It is an example of the whole Indian populace gathered from Andhra Pradesh locale and includes 584 patient information.

Key Words

Hepatic disease, GUI, Machine learning classification algorithms

Cite This Article

"HEPATIC DISEASE PREDICTION USING MACHINE LEARNING", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 5, page no. pp783-791, May-2020, Available at : http://www.jetir.org/papers/JETIR2005111.pdf

Publication Details

Published Paper ID: JETIR2005111
Registration ID: 231629
Published In: Volume 7 | Issue 5 | Year May-2020
DOI (Digital Object Identifier):
Page No: 783-791
ISSN Number: 2349-5162

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Cite This Article

"HEPATIC DISEASE PREDICTION USING MACHINE LEARNING", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 5, page no. pp783-791, May-2020, Available at : http://www.jetir.org/papers/JETIR2005111.pdf




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