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. 2022 Aug 4;23:318. doi: 10.1186/s12859-022-04868-8

Table 1.

The performance of different processes on gene expression profiles

Method Accuracy Precision Recall F1 score Specificity NPV
Our Method 0.9048 0.7306 0.7885 0.7585 0.9320 0.9496
Conv1D 0.8422 0.5902 0.6833 0.6344 0.8820 0.9175
LSTM 0.8523 0.6311 0.5628 0.5950 0.9214 0.8982
BiLSTM 0.8514 0.5433 0.6900 0.6079 0.8838 0.9343
GRU 0.8606 0.6403 0.6807 0.6599 0.9052 0.9196
BiGRU 0.8581 0.6713 0.5943 0.6304 0.9256 0.8992