A Predictive Model for Guillain-Barré Syndrome Based on Single Learning Algorithms

Table 9

Average ranks of the top five classifiers in OvA classification.

Classes	Classifiers compared
AIDP versus ALL	MLP	SVMLap	C4.5	NN	LDA
Average ranks	2.17	2.38	2.92	3.53	4.00
AMAN versus ALL	SVMPoly	SVMLap	NN	SVMGaus	MLP
Average ranks	2.37	2.55	2.78	3.02	4.28
AMSAN versus ALL	NN	C4.5	SVMLap	SLP	RBF-DDA
Average ranks	1.40	2.23	3.22	3.97	4.18
MF versus ALL	Naive Bayes	JRip	LDA	SVMGaus	SVMLin
Average ranks	1.20	2.92	3.78	3.22	3.88