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Prediction of major amp, salvage

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Predict the probability of major amp, salvage with . Simply fill the fields and press the predict button.

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Author: eriho
Email: info@mlhs.ink
Deployment Date: 2025-05-21 11:54:39
References:
Performance and Training Settings:
Test Accuracy: 0.7199999690055847
Test Loss: 0.819691002368927
Precision: 0.7182539682539683
Recall: 0.6833333333333333
F1 Score: 0.6880570409982174
AUC: 0.8733333333333333
Per Class Precision: 0.7142857142857143,0.7222222222222222
Per Class Recall: 0.5,0.8666666666666667
Per Class F1 Score: 0.588235294117647,0.7878787878787877
Per Class AUC: 0.8733333333333333,0.8733333333333333
Validation Accuracy: 0.7999999523162842
Validation Loss: 0.7166253328323364
Training Accuracy: 0.9423076510429382
Training Loss: 0.12805907428264618
Class Counts (n): 102, 156
Outcome: major amp, salvage
Number of Epochs: 11
Initial Learning Rate: 0.001
Batch Size: 16
Image Augmentation: Flip Horizontal

Confusion Matrix:

Confusion Matrix

Training and Validation Logs:

Training and Validation Logs


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