Prediction of Name: Varicose

Predict the probability of Name: Varicose veins

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Deployment Date: 2025-09-26 11:55:06

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Performance and Training Settings:

Test Loss: 1.4862444400787354

Validation Loss: 1.238276481628418

Training Loss: 0.9768193960189819

Validation MAE: 0.8476608991622925

Training MAE: 0.6256951689720154

R2 Score: -0.013920312058854467

Data Counts (n): 81

Outcome: Name: Varicose %, Mean: 23.45519, SD: 11.97250

Predictors (n): Predictor: Gravity of the region (mGal), Mean: 15.48148, SD: 14.35563, p-value: 0.00086; Predictor: Age in years, Mean: 41.22790, SD: 10.85924, p-value: 0.00000; Predictor: Gender (0=male, 100=female), Mean: 60.06000, SD: 27.93387, p-value: 0.65664; Predictor: Body mass index ( kg/m²), Mean: 26.05821, SD: 1.49070, p-value: 0.20275

L2 Regularization: 0.01

Number of Epochs: 207

Initial Learning Rate: 0.001

Batch Size: 32

Training and Validation Logs:

Training and Validation Logs

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