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output.txt
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output.txt
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Training accuracy in epoch 0 is 10.0
Training accuracy in epoch 1 is 10.0
Training accuracy in epoch 2 is 12.0
Training accuracy in epoch 3 is 10.0
Training accuracy in epoch 4 is 10.0
Training accuracy in epoch 5 is 10.0
Training accuracy in epoch 6 is 10.0
Training accuracy in epoch 7 is 12.0
Training accuracy in epoch 8 is 12.0
Training accuracy in epoch 9 is 12.0
Testing accuracy 10.13013013013013
Label:0.0
True Positive :0.0
True Negative :9011.0
False Positive :0.0
False Negative :979.0
Label:1.0
True Positive :0.0
True Negative :8856.0
False Positive :0.0
False Negative :1134.0
Label:2.0
True Positive :0.0
True Negative :8959.0
False Positive :0.0
False Negative :1031.0
Label:3.0
True Positive :5.0
True Negative :8896.0
False Positive :85.0
False Negative :1004.0
Label:4.0
True Positive :0.0
True Negative :9009.0
False Positive :0.0
False Negative :981.0
Label:5.0
True Positive :0.0
True Negative :9099.0
False Positive :0.0
False Negative :891.0
Label:6.0
True Positive :0.0
True Negative :9033.0
False Positive :0.0
False Negative :957.0
Label:7.0
True Positive :0.0
True Negative :8963.0
False Positive :0.0
False Negative :1027.0
Label:8.0
True Positive :0.0
True Negative :9017.0
False Positive :0.0
False Negative :973.0
Label:9.0
True Positive :1007.0
True Negative :89.0
False Positive :8893.0
False Negative :1.0
The neuron 31 in layer 1 has been updated by forward propagation
Neuron #31 has activation 0.44070545272313627
The neuron 31 in layer 1 has been updated by forward propagation
Neuron #31 has activation 0.805525963558943
Testing accuracy 10.128102481985588
The neuron 0 in layer 2 has been updated by forward propagation
Neuron #0 has activation 0.7362380271929501
The neuron 0 in layer 2 has been updated by forward propagation
Neuron #0 has activation 0.6814481765071231
Testing accuracy 10.136081648989393