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Table 5 Comparison of DeepSuccinylSite with other deep learning architectures for window size 33. The highest value in each category is shown in bold. MCC: Matthew’s Correlation Coefficient; RNN: Recurrent neural network; LSTM: Long short-term memory model

From: DeepSuccinylSite: a deep learning based approach for protein succinylation site prediction

Models

Sensitivity

Specificity

MCC

RNN

0.70

0.49

0.20

LSTM-RNN

0.66

0.57

0.23

LSTM

0.74

0.66

0.36

DeepSuccinylSite-feature based

0.80

0.44

0.27

DeepSuccinylSite-one_hot

0.84

0.55

0.41

DeepSuccinylSite-Embedding

0.79

0.69

0.48