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Early stage of Indians Chronic Kidney Disease(CKD)

Please, read carefully the medical disclaimer.

This solver is an example of artificial neural network (ANN) usage. Component nn is a neural network made with free software Encog. You may download Encog workbench and create your own ANN, then upload it to Knowlus, and make simple Prolog program to normalize numerical and nominal attributes to standard [-1,1] input for neural networks. Click edit to view implementation details.

Data source.

Validation error: 0.007%.

Please, answer the questions/give estimates on attributes
Age
Blood Pressure, bp in mm/Hg
Specific Gravity
Albumin
Sugar
Red Blood Cells
Pus Cell
Pus Cell clumps
Bacteria
Blood Glucose Random, mgs/dl
Blood Urea, mgs/dl
Serum Creatinine, mgs/dl
Sodium, mEq/L
Potassium, mEq/L
Hemoglobin, gms
Packed Cell Volume
White Blood Cell Count, cells/cumm
Red Blood Cell Count, millions/cmm
Hypertension
Diabetes Mellitus
Coronary Artery Disease
Appetite
Pedal Edema
Anemia
No solution (probably the solver needs more information)
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