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Prediction of salvage or major&minor amp with BTK DSA

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Predict the probability of salvage, major&minor amp with BTK DSA. Simply upload the BTK DSA fields and press the predict button.

Uploaded Image
Author:
Email: yury.rusinovich@gmail.com
Deployment Date: 2025-10-06 13:52:33
References:
Performance and Training Settings:
Test Accuracy: 0.6857142448425293
Test Loss: 0.5906731486320496
Precision: 0.680921052631579
Recall: 0.6833333333333333
F1 Score: 0.6815550041356493
AUC: 0.78
Per Class Precision: 0.625,0.7368421052631579
Per Class Recall: 0.6666666666666666,0.7
Per Class F1 Score: 0.6451612903225806,0.717948717948718
Per Class AUC: 0.78,0.78
Validation Accuracy: 0.7428570985794067
Validation Loss: 0.5281034111976624
Training Accuracy: 0.7952218651771545
Training Loss: 0.4382565915584564
Class Counts (n): 156, 207
Outcome: salvage, major&minor amp
Number of Epochs: 32
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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