Prediction of Liver Cirrhosis Using Machine Learning
Language: English
Published by Scholars' Press Nov 2022, 2022
- Softcover
- New
Seller: buchversandmimpf2000, Emtmannsberg, BAYE, Germanybuchversandmimpf2000
AbeBooks seller since January 23, 2017
Condition: New
£ 44.21
Quantity: 1 available
Add to basketItem description from seller
This item is printed on demand - Print on Demand Titel. Neuware -The death rate in India is high due to Liver Cirrhosis as a result of a bad lifestyle, storage of food, uncontrolled blood sugar, obesity, smoking, consumption of alcohol, and inhaling of harmful gases. Earlier detection can reduce death rates and it also helps the doctors to give the proper treatment to the patients. The liver Cirrhosis datasets are analyzed by using Machine learning algorithms for accurate disease diagnosis. This paper proposed the four machine learning models such as SVM, Random Forest, Decision Tree, and Naive Bayes for analysis and prediction of liver cirrhosis. This work gathers 200 pictures of two separate classes, i.e., healthy liver, and unhealthy liver, using an image source. This image source is MedPix1, a free open-access archive of digital photographs that medical schools, medical practitioners, and academics can use. The methodology actually has a good result for the various classifiers but still can be improved. It is found that the Support vector machine and random forest classifiers give a 100% classification accuracy score followed by decision trees which are 84.61. The results achieved are relatively good when compared.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 56 pp. Englisch.…
Seller Inventory # 9786138975007
- Title
- Prediction of Liver Cirrhosis Using Machine Learning
- Author
- Ajay Gadicha
- Publisher
- Scholars' Press Nov 2022
- Publication year
- 2022
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 6138975006
- ISBN 13
- 9786138975007
- Item weight
- 102 grams
- Dimensions
- 220x150x4 mm
"Synopsis" may belong to another edition of this title.
buchversandmimpf2000
Emtmannsberg, BAYE, Germany
AbeBooks seller since January 23, 2017
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