Viterbi Forward-Backward
Model
Q3
QH
QS
QC
Q3
QH
QS
QC
HMM
52.28
59.1
38.85
55.39
58.05
67.52
33.52
65.13
MHMM
54.24
60.53
43.65
56.35
59.87
71.24
43.45
59.98
Table 1:
The accuracy of the protein secondary structure prediction for HMM and MHMM using Viterbi and Forward-Backward algorithms applying 5 fold crossvalidation.