Diabetes Prediction And Classification Using Machine Learning

Diabetes prediction and classification using machine learning and deep learning algorithm is implemented in python. The objective of the study is classify Indian PIMA dataset for diabetes. This is proposed to achieve through machine learning and deep learning classification algorithm. Classification is considered as our data mining problem, in which SVM algorithm is proposed to use as machine learning part.Neural network is used for deep learning part. Our objective is to design an interactive application, in which user can give a single input to arrive the prediction.

PROPOSED SYSTEM

The proposed system study is classification of Indian PIMA dataset for diabetes as binary classification problem.

This is proposed to achieve through machine learning and deep learning classification algorithm.

For machine learning, SVM algorithm is proposed

For deep learning Neural network is used.

The proposed system improves accuracy of prediction through deep learning techniques.

ADVANTAGES

Interactive application, in which user can give a single input to arrive the prediction.