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Prediction of major&minor amp, salvage

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Predict the probability of major&minor 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 11:46:39
References:
Performance and Training Settings:
Test Accuracy: 0.6857142448425293
Test Loss: 0.8391323685646057
Precision: 0.6879084967320261
Recall: 0.6916666666666667
F1 Score: 0.6846846846846847
AUC: 0.8300000000000001
Per Class Precision: 0.7647058823529411,0.6111111111111112
Per Class Recall: 0.65,0.7333333333333333
Per Class F1 Score: 0.7027027027027027,0.6666666666666666
Per Class AUC: 0.83,0.8300000000000002
Validation Accuracy: 0.7714285254478455
Validation Loss: 0.6916291117668152
Training Accuracy: 0.9522184729576111
Training Loss: 0.13838882744312286
Class Counts (n): 207, 156
Outcome: major&minor amp, salvage
Number of Epochs: 17
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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