Keras
binaryFecal / EfficientNetB0 /BINARY_EfficientNetB0_Round2 /training_validation_metrics.txt
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Training and Validation Metrics Per Epoch
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Epoch 1
Training Accuracy: 0.9702
Validation Accuracy: 0.9954
Training Loss: 0.0933
Validation Loss: 0.0199
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Epoch 2
Training Accuracy: 0.9912
Validation Accuracy: 0.9971
Training Loss: 0.0285
Validation Loss: 0.0110
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Epoch 3
Training Accuracy: 0.9938
Validation Accuracy: 0.9975
Training Loss: 0.0201
Validation Loss: 0.0086
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Epoch 4
Training Accuracy: 0.9953
Validation Accuracy: 0.9982
Training Loss: 0.0149
Validation Loss: 0.0065
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Epoch 5
Training Accuracy: 0.9962
Validation Accuracy: 0.9979
Training Loss: 0.0118
Validation Loss: 0.0060
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Epoch 6
Training Accuracy: 0.9970
Validation Accuracy: 0.9986
Training Loss: 0.0097
Validation Loss: 0.0045
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Epoch 7
Training Accuracy: 0.9976
Validation Accuracy: 0.9986
Training Loss: 0.0088
Validation Loss: 0.0045
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Epoch 8
Training Accuracy: 0.9973
Validation Accuracy: 0.9986
Training Loss: 0.0082
Validation Loss: 0.0040
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Epoch 9
Training Accuracy: 0.9978
Validation Accuracy: 0.9988
Training Loss: 0.0075
Validation Loss: 0.0033
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Epoch 10
Training Accuracy: 0.9978
Validation Accuracy: 0.9989
Training Loss: 0.0069
Validation Loss: 0.0027
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Epoch 11
Training Accuracy: 0.9979
Validation Accuracy: 0.9989
Training Loss: 0.0059
Validation Loss: 0.0028
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Epoch 12
Training Accuracy: 0.9982
Validation Accuracy: 0.9989
Training Loss: 0.0057
Validation Loss: 0.0027
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Epoch 13
Training Accuracy: 0.9982
Validation Accuracy: 0.9988
Training Loss: 0.0053
Validation Loss: 0.0026
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Epoch 14
Training Accuracy: 0.9986
Validation Accuracy: 0.9989
Training Loss: 0.0044
Validation Loss: 0.0024
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Epoch 15
Training Accuracy: 0.9987
Validation Accuracy: 0.9988
Training Loss: 0.0046
Validation Loss: 0.0021
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Epoch 16
Training Accuracy: 0.9988
Validation Accuracy: 0.9990
Training Loss: 0.0039
Validation Loss: 0.0022
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Epoch 17
Training Accuracy: 0.9987
Validation Accuracy: 0.9985
Training Loss: 0.0044
Validation Loss: 0.0034
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Epoch 18
Training Accuracy: 0.9986
Validation Accuracy: 0.9994
Training Loss: 0.0040
Validation Loss: 0.0023
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Epoch 19
Training Accuracy: 0.9986
Validation Accuracy: 0.9991
Training Loss: 0.0043
Validation Loss: 0.0022
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Epoch 20
Training Accuracy: 0.9989
Validation Accuracy: 0.9990
Training Loss: 0.0036
Validation Loss: 0.0020
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Epoch 21
Training Accuracy: 0.9986
Validation Accuracy: 0.9990
Training Loss: 0.0041
Validation Loss: 0.0020
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Epoch 22
Training Accuracy: 0.9986
Validation Accuracy: 0.9993
Training Loss: 0.0041
Validation Loss: 0.0022
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Epoch 23
Training Accuracy: 0.9990
Validation Accuracy: 0.9994
Training Loss: 0.0033
Validation Loss: 0.0015
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Epoch 24
Training Accuracy: 0.9988
Validation Accuracy: 0.9992
Training Loss: 0.0040
Validation Loss: 0.0017
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Epoch 25
Training Accuracy: 0.9990
Validation Accuracy: 0.9992
Training Loss: 0.0029
Validation Loss: 0.0024
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Epoch 26
Training Accuracy: 0.9990
Validation Accuracy: 0.9993
Training Loss: 0.0032
Validation Loss: 0.0014
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Epoch 27
Training Accuracy: 0.9991
Validation Accuracy: 0.9991
Training Loss: 0.0027
Validation Loss: 0.0018
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Epoch 28
Training Accuracy: 0.9991
Validation Accuracy: 0.9991
Training Loss: 0.0028
Validation Loss: 0.0016
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Epoch 29
Training Accuracy: 0.9994
Validation Accuracy: 0.9995
Training Loss: 0.0025
Validation Loss: 0.0023
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Epoch 30
Training Accuracy: 0.9991
Validation Accuracy: 0.9993
Training Loss: 0.0027
Validation Loss: 0.0018
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