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. 2014 Jul 17;9(7):e99982. doi: 10.1371/journal.pone.0099982

Table 3. auROC and auPRC comparison analysis for Recognition of HSS Sites.

Algorithm auROC auPRC
Feature-based
K-mer 82.20 82.6
Gibbs Sampling 79.3 50.3
EFFECT 89.7 89.2
Statistical-based
PWM-HMM 70.8 47.8
BayesNetwork 72.5 49.5
HomogenousHMM 82.02 71.5
WAM-HMM 80.05 70.0
MSP 85.5 72.9
Kernel-based
WeightedPosition 80.01 62.3
WeightedPositionShift 80.93 64.9