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Table 4 Performance evaluation by five-fold cross-validation for all data and 10 MDD-clustered subgroups.

From: Characterization and identification of ubiquitin conjugation sites with E3 ligase recognition specificities

Data set SEN SPE ACC MCC
All data 62.60% 59.00% 60.17% 0.202
MDD cluster 1 77.55% 70.59% 72.85% 0.453
MDD cluster 2 94.32% 85.56% 88.43% 0.764
MDD cluster 3 84.82% 70.53% 75.17% 0.519
MDD cluster 4 60.80% 58.24% 59.07% 0.178
MDD cluster 5 66.90% 60.68% 62.70% 0.258
MDD cluster 6 72.52% 68.13% 69.55% 0.382
MDD cluster 7 70.49% 62.60% 65.16% 0.310
MDD cluster 8 62.31% 54.90% 57.30% 0.161
MDD cluster 9 70.67% 58.97% 62.77% 0.278
MDD cluster 10 70.30% 64.44% 66.34% 0.326
10 MDD clusters (average) 73.07% 65.46% 67.93% 0.3629