Diabetes Predictor System using Machine Learning Algorithms over Live Cloud Infrastructure


Authors : Deeksha K, Amrutha M, Harshitha, Ashwini Gotyal, Dr.M. Kusuma

Volume/Issue : Volume 5 - 2020, Issue 4 - April

Google Scholar : https://goo.gl/DF9R4u

Scribd : https://bit.ly/2YadOhj

Abstract : Diabetes the silent killer which kills part by part of human life. Diabetes can knock anyone at any point of time. It is not only an infirmity but also an establisher of different kinds of diseases. Early prediction in such diseases plays a vital role in the developing economy. With the rising technologies such as deep learning within machine learning will help in finding a remedy to this outgrowth. Machine learning techniques increase medical diagnosis accuracy and reduce medical costs.The classification model in the machine learning approach helps medical specialists to improve their forecasting, diagnosis or treatment planning procedures. Whereas Deep learning within machine learning requires relatively keen knowledge about the data being used, the algorithms to be applied and analysis being made.

Keywords : Diabetes, Deep Learning, Accuracy, Machine learning algorithms.

Diabetes the silent killer which kills part by part of human life. Diabetes can knock anyone at any point of time. It is not only an infirmity but also an establisher of different kinds of diseases. Early prediction in such diseases plays a vital role in the developing economy. With the rising technologies such as deep learning within machine learning will help in finding a remedy to this outgrowth. Machine learning techniques increase medical diagnosis accuracy and reduce medical costs.The classification model in the machine learning approach helps medical specialists to improve their forecasting, diagnosis or treatment planning procedures. Whereas Deep learning within machine learning requires relatively keen knowledge about the data being used, the algorithms to be applied and analysis being made.

Keywords : Diabetes, Deep Learning, Accuracy, Machine learning algorithms.

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