Training Set - All 246 documents
Epoch - Loss - Average Loss
1 - 164.35 - 0.666
2 - Took too long

Training Set - 21 DFs (normal (unhashed) file name)
Epoch - Loss - Average Loss

Attempt 1 (No evaluation due to error):
1 - 14.3105 - 0.6814
2 - 13.5989 - 0.6476
3 - 9.3054 - 0.4431
4 - 12.5441 - 0.5973
5 - 7.3741 - 0.3511

Attempt 2:
1 - 13.1286 - 0.6251
2 - 12.1703 - 0.5795
3 - 13.8952 - 0.6617
4 - 9.6305 - 0.4585
5 - 7.6892 - 0.3661
Positive Corrects - 14/14
Negative Corrects 7/7




Training Set - 21 DFs and 37 NWs
Epoch - Loss - Average Loss
1 - 39.2208 - 0.6762
2 - 33.2776 - 0.5737
3 - 31.6617 - 0.5459
4 - 22.7306 - 0.3919
5 - 12.5995 - 0.2172
Positive Corrects - 14/14
Negative Corrects - 41/44
That is to say, the LSTM predicted Negative trice when the document was marked Positive

Training Set - All 246 documents
Epoch - Loss - Average Loss
1 - 171.8995 - 0.6987
2 - 159.3596 - 0.6478
3 - 146.3273 - 0.5948
4 - 123.0824 - 0.5003
5 - 116.6248 - 0.4740
Positive Corrects - 77/93
Negative Corrects - 130/153

That is to say, the LSTM predicted Negative 23 times when the document was marked Positive and predicted Positive 16 times when the document was marked Negative


Ergo (From perspective of P):
77 TP
130 TN
16 FP
23 FN
