DIABETES PREDICTION USING MACHINE LEARNING & A COMPARATIVE STUDY

Diabetes mellitus for high sugar levels is a Lifestyle disorder that impacts how the body is burning glucose this is the major fuel that is used by our body and brain. If the body does not process the glucose that has been taken through food in a proper way, then the glucose levels remain in bloodstream without reaching the cell for energy utilization. When blood with high sugar levels circulates through the body it impacts multiple organs in the long term causing heart strokes, nerve damages, kidney failure, poor eyesight etc. It is essential that one has to take appropriate steps to keep diabetes at bay. This is a Lifestyle disorder, to keep the blood sugar levels under control. If we are able to predict whether a person is at the risk of diabetes are not based on his or her health symptoms, then he can take appropriate actions regarding his health. Investigation of diabetes or pre-diabetes needs medical intervention.

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