In Silico Prediction of Gamma-Aminobutyric Acid Type-A Receptors Using Novel Machine-Learning-Based SVM and GBDT Approaches

Table 2

Confusion matrix classifier (RF) from three kinds of feature vector extraction algorithms.

	⁢PseAAC		⁢ProtrWeb		⁢This work
	Human	Human non-	Human	Human non-	proteins	Non- proteins
Positive cases	55	2	55	3	2007	76
Negative cases	3	56	3	55	346	10576