Hyperparameter | Assigned value |
---|---|
Model | Customized CNN |
Input | Numerical features |
Input size | 768x8 (original) 768x32 (data modeling) |
Input labels | 2 (Diabetic and Normal) |
Learning rate | 0.0001 |
Number of epochs | 80 |
Batch Size | 8 |
Optimizer | ADAM |
Loss function | Cross entropy |
Training time | 1024 sec |