ISSN 2394-5125
 

Research Article 


PREDICTION OF LIVER DISEASE USING ARTIFICIAL NEURAL NETWORK WITH ADAM OPTIMIZER

V.V.Ramalingam, R.Ragavendran.

Abstract
The Main Objective of this work is to predict the diseased Liver using Indian Liver Patient Data set (ILPD).
Liver diseases are predicted using artificial neural network (ANN) with Adam optimizer. With advancements in the field of
Artificial Intelligence the detection can be done effectively in python environment. This work achieves greater accuracy in
terms of precision, recall and F1 score using Adam optimizer. Also it compares various existing methodology of learning in
neural network.

Key words: Indian Liver Patient Data set (ILPD), Artificial Neural network, Adam optimizer.


 
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How to Cite this Article
Pubmed Style

V.V.Ramalingam, R.Ragavendran. PREDICTION OF LIVER DISEASE USING ARTIFICIAL NEURAL NETWORK WITH ADAM OPTIMIZER. JCR. 2020; 7(17): 1287-1292. doi:10.31838/jcr.07.17.164


Web Style

V.V.Ramalingam, R.Ragavendran. PREDICTION OF LIVER DISEASE USING ARTIFICIAL NEURAL NETWORK WITH ADAM OPTIMIZER. http://www.jcreview.com/?mno=29199 [Access: August 18, 2021]. doi:10.31838/jcr.07.17.164


AMA (American Medical Association) Style

V.V.Ramalingam, R.Ragavendran. PREDICTION OF LIVER DISEASE USING ARTIFICIAL NEURAL NETWORK WITH ADAM OPTIMIZER. JCR. 2020; 7(17): 1287-1292. doi:10.31838/jcr.07.17.164



Vancouver/ICMJE Style

V.V.Ramalingam, R.Ragavendran. PREDICTION OF LIVER DISEASE USING ARTIFICIAL NEURAL NETWORK WITH ADAM OPTIMIZER. JCR. (2020), [cited August 18, 2021]; 7(17): 1287-1292. doi:10.31838/jcr.07.17.164



Harvard Style

V.V.Ramalingam, R.Ragavendran (2020) PREDICTION OF LIVER DISEASE USING ARTIFICIAL NEURAL NETWORK WITH ADAM OPTIMIZER. JCR, 7 (17), 1287-1292. doi:10.31838/jcr.07.17.164



Turabian Style

V.V.Ramalingam, R.Ragavendran. 2020. PREDICTION OF LIVER DISEASE USING ARTIFICIAL NEURAL NETWORK WITH ADAM OPTIMIZER. Journal of Critical Reviews, 7 (17), 1287-1292. doi:10.31838/jcr.07.17.164



Chicago Style

V.V.Ramalingam, R.Ragavendran. "PREDICTION OF LIVER DISEASE USING ARTIFICIAL NEURAL NETWORK WITH ADAM OPTIMIZER." Journal of Critical Reviews 7 (2020), 1287-1292. doi:10.31838/jcr.07.17.164



MLA (The Modern Language Association) Style

V.V.Ramalingam, R.Ragavendran. "PREDICTION OF LIVER DISEASE USING ARTIFICIAL NEURAL NETWORK WITH ADAM OPTIMIZER." Journal of Critical Reviews 7.17 (2020), 1287-1292. Print. doi:10.31838/jcr.07.17.164



APA (American Psychological Association) Style

V.V.Ramalingam, R.Ragavendran (2020) PREDICTION OF LIVER DISEASE USING ARTIFICIAL NEURAL NETWORK WITH ADAM OPTIMIZER. Journal of Critical Reviews, 7 (17), 1287-1292. doi:10.31838/jcr.07.17.164