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. 2023 Jan 25;21:1324–1348. doi: 10.1016/j.csbj.2023.01.028

Table 10.

ProtInteract performance of five-fold cross-validation for three different multi-class classification scenarios.

Species Scenario Accuracy
AUC
AveragePrecision
TCN Encoded LSTM Encoded TCN Encoded LSTM Encoded TCN Encoded LSTM Encoded
H. sapiens 2- classes 0.9568 0.9315 0.9600 0.9400 0.9550 0.9400
3- classes 0.9244 0.9182 0.9340 0.9200 0.8950 0.8600
5 - classes 0.9132 0.8756 0.9060 0.8940 0.7920 0.7620
M. musculus 2- classes 0.9145 0.8456 0.8600 0.8100 0.8450 0.7850
3- classes 0.8983 0.8337 0.8600 0.8100 0.7870 0.7850
5- classes 0.8749 0.8216 0.8480 0.7980 0.7000 0.6800