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Table 3 Performance of the different CHMM structures on the multi-stream data

From: Multi-stream continuous hidden Markov models with application to landmine detection

Classifier

Baum-Welch

MCE

BW and MCE

Baseline CHMM

63.25 %

65.75 %

68.85 %

MSCHMMLm

70.35 %

72.75 %

79.65 %

MSCHMMLs

71.65 %

71.25 %

80.00 %

MSCHMM G M

-

-

70.65 %

MSCHMM G S

-

-

72.00 %