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Table 6 Yule's Q-statistic between proposed methods.

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

Q-statistic

flatSVM

nestSVM

hierSVM

nestSVM

0.9022

  

hierSVM

0.9424

0.8569

 

AdaBoost

0.8527

0.7740

0.7979

  1. Yule's Q-statistic was performed to proposed methods. It shows that flatSVM and hierSVM tend to make similar mistakes and correct classifications.