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Table 5 Comparison of BLProt with other machine learning methods

From: BLProt: prediction of bioluminescent proteins based on support vector machine and relieff feature selection

Method Sensitivity
(%)
Specificity
(%)
MCC Accuracy
(%)
J4.8 69.50 75.79 0.4518 73.11
PART 63.12 72.11 0.3519 68.28
IBK 76.60 69.47 0.4556 72.51
Random Forest 75.18 73.16 0.4787 74.02
AdaBoost 68.79 72.63 0.4117 71.00
BLProt 74.47 84.21 0.5904 80.06
  1. MCC - Matthew's correlation coefficient