Click on this world map at your location. Then, fill in the fields with your age, gender, and body mass index, and press the "Predict" button. The chance of getting varicose veins will be displayed as a percentage (%).
All calculations will be performed on the user's side in the browser, ensuring privacy with no data transfer to third-party servers.
Training Loss: 0.8933553695678711
Validation Loss: 0.6853840351104736
Training MAE: 0.647826075553894
Validation MAE: 0.6809635162353516
Data Counts (n): 81
Outcome: Varicose % (Outcome): Mean = 23.455, SD = 11.972
Predictors (n): Gravity of the region (mGal): Mean = 15.481, SD = 14.356, p-Value = 0.001; Age in years: Mean = 41.228, SD = 10.859, p-Value = 0; Gender (0=male, 100=female): Mean = 60.06, SD = 27.934, p-Value = 0.657; Body mass index ( kg/m²): Mean = 26.058, SD = 1.491, p-Value = 0.203
L2 Legularization: 0.01
Number of Epochs: 389
Initial Learning Rate: 0.001
Batch Size: 32
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2024-10-08 16:30:00: (admin:)
If you have any questions or suggestions about the model, feel free to leave a comment here.
2024-10-09 19:55:03: ✍️