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. 2020 May 1;20(9):2576. doi: 10.3390/s20092576

Table 5.

Results of auROC for LSTM.

Standard Triplet Loss Reciprocal Triplet Loss
DSDA DSSA SSSA OVLP AVG DSDA DSSA SSSA OVLP AVG
Easy 66.7 59.7 57.5 54.6 59.7 70.1 60.5 55.9 50.9 59.3
Easy/Hard 63.8 62.2 59.4 58.7 61.0 70.2 63.2 59.0 53.3 61.4
Hard 60.3 60.1 58.9 58.3 59.4 74.1 73.8 68.0 64.9 70.2
Hard/VeryH 57.1 57.0 57.0 56.2 56.8 74.7 72.6 69.6 67.5 71.1
VeryH 56.3 56.1 55.4 55.2 55.8 74.1 72.2 69.4 67.7 70.8
All 55.1 55.0 53.9 53.7 54.4 72.8 69.0 64.9 62.5 67.3