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Table 5 Student's t-test in accuracy.

From: Learning to predict expression efficacy of vectors in recombinant protein production

T-test in Accuracy (pvalue)

flatSVM

nestSVM

nestSVM

0.045*

 

hierSVM

0.1075

0.3789

  1. Student's t-test in accuracy was performed to 10 repeats of evaluation procedures among three proposed methods. flatSVM method performed significantly better than nestSVM method with a p-value less than 0.05.