Research Article

Use Chou’s 5-Step Rule to Classify Protein Modification Sites with Neural Network

Table 5

The testing scores of 10-fold crossvalidation and Split to Equal Validation.

ScoresValidation methodsAUCACC (%)MCCSN (%)SP (%)F1

Validation scores10F CV0.575121.110.077695.2315.1426.13
SEV0.846564.350.3260100.0061.4876.15

Testing scores10F CV0.696590.120.106010.9196.7319.61
SEV0.747163.540.200274.1662.6567.92