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 client side in the browser, ensuring privacy with no data transfer to third-party servers.
Test Loss: 0.49169594049453735
Validation Loss: 0.9123176336288452
Training Loss: 0.876839816570282
Test MAE: 0.5590166449546814
Validation MAE: 0.8001748323440552
Training MAE: 0.6520715355873108
R2 score: 0.362848530381088
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: 406
Initial Learning Rate: 0.001
Batch Size: 32
Data preprocessing: Z-score scaling
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