Table 5. auROC and auPRC comparison analysis for recognition of splice sites on C. elegans dataset.

	ACCEPTOR		DONOR
Algorithm	auROC	auPRC	auROC	auPRC
Feature
K-mer	88.2	15.8	83.1	6.2
Gibbs Sampling	84.2	80.4	79.1	80.3
EFFECT	97.9	90.2	96.7	91.3
Statistical
PWM	63.6	7.02	62.5	4.8
BayesNetwork	64.2	6.9
HomogenousHMM	75.03	12.62	78.3	13.9
InHomogenousHMM	75.71	11.3	77.9	12.3
MSP	76.8	13.9	78.21	13.5
Kernel
WeightedDegreePosition	99.36	86.7	99.5	88.2
WeightedDegreePositionShift	99.2	89.1	99.8	90.1