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Table 1 Comparison of Z-scores and AUC scores using unconstrained and constrained Fisher vectors, averaged over 121 DDIs

From: Predicting domain-domain interaction based on domain profiles with feature selection and support vector machines

 

Non-interacting

Interacting

unconstrained

Z-score = 8.17, AUC = 93.48%

Z-score = 7.09, AUC = 91.06%

constrained

Z-score = 4.32, AUC = 87.01%

Z-score = 6.94, AUC = 90.07%