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. 2019 Dec 24;20(Suppl 25):700. doi: 10.1186/s12859-019-3275-6

Table 12.

Comparison of the overall success rate with eight state-of-the-art methods

Method Overall success rate
Dataset 1 Dataset 2
AAC based on Covariance [9] 37.2%
PsePSSM based on ensemble method [9] 91.6% 78.3%
Physicochemical properties based on ensemble method [13] 91.0%
Fusion representation based on SVM [16] 92.6% 88.2%
PsePSSM based on LLDA and ensemble method [22] 88.7%
PsePSSM and DC based on GPP and KNN [20] 90.2%
PsePSSM based on PCA and KNN [22] 80.66%
Previous work [19] 93.49%
This paper 95.68% 92.98%

Note: Best performing method in bold.