Keras
binaryFecal / EfficientNetB0 /BINARY_EfficientNetB0_Round3 /training_validation_metrics.txt
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Training and Validation Metrics Per Epoch
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Epoch 1
Training Accuracy: 0.9750
Validation Accuracy: 0.9936
Training Loss: 0.0924
Validation Loss: 0.0226
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Epoch 2
Training Accuracy: 0.9956
Validation Accuracy: 0.9958
Training Loss: 0.0195
Validation Loss: 0.0126
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Epoch 3
Training Accuracy: 0.9970
Validation Accuracy: 0.9972
Training Loss: 0.0118
Validation Loss: 0.0094
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Epoch 4
Training Accuracy: 0.9977
Validation Accuracy: 0.9980
Training Loss: 0.0092
Validation Loss: 0.0073
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Epoch 5
Training Accuracy: 0.9979
Validation Accuracy: 0.9980
Training Loss: 0.0074
Validation Loss: 0.0063
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Epoch 6
Training Accuracy: 0.9989
Validation Accuracy: 0.9984
Training Loss: 0.0050
Validation Loss: 0.0049
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Epoch 7
Training Accuracy: 0.9987
Validation Accuracy: 0.9986
Training Loss: 0.0045
Validation Loss: 0.0044
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Epoch 8
Training Accuracy: 0.9990
Validation Accuracy: 0.9988
Training Loss: 0.0039
Validation Loss: 0.0043
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Epoch 9
Training Accuracy: 0.9996
Validation Accuracy: 0.9988
Training Loss: 0.0023
Validation Loss: 0.0038
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Epoch 10
Training Accuracy: 0.9993
Validation Accuracy: 0.9994
Training Loss: 0.0027
Validation Loss: 0.0033
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Epoch 11
Training Accuracy: 0.9992
Validation Accuracy: 0.9990
Training Loss: 0.0029
Validation Loss: 0.0035
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Epoch 12
Training Accuracy: 0.9998
Validation Accuracy: 0.9996
Training Loss: 0.0015
Validation Loss: 0.0027
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Epoch 13
Training Accuracy: 0.9995
Validation Accuracy: 0.9992
Training Loss: 0.0021
Validation Loss: 0.0029
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Epoch 14
Training Accuracy: 0.9991
Validation Accuracy: 0.9992
Training Loss: 0.0023
Validation Loss: 0.0029
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Epoch 15
Training Accuracy: 0.9997
Validation Accuracy: 0.9994
Training Loss: 0.0015
Validation Loss: 0.0025
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Epoch 16
Training Accuracy: 0.9997
Validation Accuracy: 0.9996
Training Loss: 0.0016
Validation Loss: 0.0022
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Epoch 17
Training Accuracy: 0.9999
Validation Accuracy: 0.9996
Training Loss: 0.0010
Validation Loss: 0.0024
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Epoch 18
Training Accuracy: 0.9998
Validation Accuracy: 0.9996
Training Loss: 0.0012
Validation Loss: 0.0025
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Epoch 19
Training Accuracy: 0.9996
Validation Accuracy: 0.9996
Training Loss: 0.0014
Validation Loss: 0.0018
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Epoch 20
Training Accuracy: 0.9995
Validation Accuracy: 0.9996
Training Loss: 0.0015
Validation Loss: 0.0014
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Epoch 21
Training Accuracy: 0.9999
Validation Accuracy: 0.9994
Training Loss: 0.0007
Validation Loss: 0.0018
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Epoch 22
Training Accuracy: 0.9998
Validation Accuracy: 0.9996
Training Loss: 0.0008
Validation Loss: 0.0017
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Epoch 23
Training Accuracy: 0.9999
Validation Accuracy: 0.9996
Training Loss: 0.0005
Validation Loss: 0.0017
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Epoch 24
Training Accuracy: 0.9996
Validation Accuracy: 0.9994
Training Loss: 0.0013
Validation Loss: 0.0018
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Epoch 25
Training Accuracy: 0.9999
Validation Accuracy: 0.9996
Training Loss: 0.0007
Validation Loss: 0.0017
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Epoch 26
Training Accuracy: 0.9998
Validation Accuracy: 0.9994
Training Loss: 0.0007
Validation Loss: 0.0020
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Epoch 27
Training Accuracy: 0.9998
Validation Accuracy: 0.9996
Training Loss: 0.0008
Validation Loss: 0.0014
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Epoch 28
Training Accuracy: 0.9998
Validation Accuracy: 0.9994
Training Loss: 0.0005
Validation Loss: 0.0018
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Epoch 29
Training Accuracy: 0.9997
Validation Accuracy: 0.9996
Training Loss: 0.0009
Validation Loss: 0.0016
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Epoch 30
Training Accuracy: 0.9995
Validation Accuracy: 0.9990
Training Loss: 0.0012
Validation Loss: 0.0022
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