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

Table 4.

Results of auROC for Long Short-Term Memory (LSTM)+TP.

Standard Triplet Loss Reciprocal Triplet Loss
DSDA DSSA SSSA OVLP AVG DSDA DSSA SSSA OVLP AVG
Easy 62.5 58.6 55.4 52.5 57.3 69.3 60.7 57.8 51.1 59.7
Easy/Hard 66.1 61.5 59.7 57.2 61.1 70.3 65.1 59.3 53.2 62.0
Hard 64.3 62.2 59.4 57.7 60.9 67.8 65.1 58.7 52.4 61.0
Hard/VeryH 64.0 62.3 61.0 59.4 61.7 67.8 65.0 57.1 53.6 60.9
VeryH 61.4 60.6 59.3 57.3 59.7 68.1 65.9 60.3 54.2 62.1
All 61.7 59.4 57.5 55.7 58.6 69.6 64.1 58.2 53.1 61.2