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Prediction of salvage or major amp with BTK DSA

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Predict the probability of salvage or major amp with with BTK DSA. Simply fill upload the BTK DSA and press the predict button.

Uploaded Image
Author:
Email: yury.rusinovich@gmail.com
Deployment Date: 2025-10-06 13:45:41
References:
Performance and Training Settings:
Test Accuracy: 0.7999999523162842
Test Loss: 0.473177045583725
Precision: 0.7951388888888888
Recall: 0.7833333333333333
F1 Score: 0.7877758913412563
AUC: 0.8466666666666666
Per Class Precision: 0.8125,0.7777777777777778
Per Class Recall: 0.8666666666666667,0.7
Per Class F1 Score: 0.8387096774193549,0.7368421052631577
Per Class AUC: 0.8466666666666667,0.8466666666666665
Validation Accuracy: 0.8399999737739563
Validation Loss: 0.362686425447464
Training Accuracy: 0.8749999403953552
Training Loss: 0.3143550157546997
Class Counts (n): 156, 102
Outcome: salvage, major amp
Number of Epochs: 50
Initial Learning Rate: 0.0001
Batch Size: 16
Image Augmentation: Flip Horizontal

Confusion Matrix:

Confusion Matrix

Training and Validation Logs:

Training and Validation Logs


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