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. 2021 Feb 9;7:e365. doi: 10.7717/peerj-cs.365

Table 4. Performance of CNN, LSTM and RF models for multi-species classification using different statistical measures.

Methods Acc Sn Sp MCC
2-mer
CNN 0.98 0.97 0.99 0.97
LSTM 0.96 0.93 0.94 0.93
RF 0.84 0.61 0.89 0.73
4-mer
CNN 0.99 0.98 0.99 0.98
LSTM 0.98 0.96 0.99 0.96
RF 0.83 0.60 0.89 0.70
8-mer
CNN 0.98 0.96 0.99 0.97
LSTM 0.95 0.86 0.97 0.92
RF 0.74 0.54 0.83 0.52