Table 4. auROC and auPRC comparison analysis for recognition of splice sites on NN269 dataset.

	ACCEPTOR		DONOR
Algorithm	auROC	auPRC	auROC	AuPRC
Feature
K-mer	63.3	75.5	90.8	90.1
Gibbs Sampling	62.8	72.4	88.8	90.5
EFFECT	97.7	94.3	98.2	92.81
Statistical
PWM	97.1	90.6	97.7	91.9
BayesNetwork	97.25	90.6	97.7	90.9
HomogenousHMM	59.2	26.3	86.3	71.5
InHomogenousHMM	96.78	88.41	98.18	92.42
MSP
Kernel
WeightedDegreePosition	98.16	92.53	98.5	92.86
WeightedDegreePositionShift	98.65	94.36	98.13	92.47