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. Author manuscript; available in PMC: 2021 Oct 12.
Published in final edited form as: Mol Omics. 2020 Oct 12;16(5):448–454. doi: 10.1039/d0mo00025f

Table 6:

Comparison of one hot encoding model to embedding models based on 10-fold cross-validation MCC: Matthew’s Correlation Coefficient; SN: sensitivity; SP: Specificity; OHE: One hot encoding; Emb: Embedding; ACC: Accuracy.

Model CNN LSTM
MCC SN SP ACC MCC SN SP ACC
OHE 0.47 0.69 0.78 0.73 0.45 0.69 0.76 0.73
Emb 0.53 0.72 0.80 0.76 0.47 0.65 0.80 0.73