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Table 4 Classification Rates Using Initial and Re-estimated HMMs

From: Development of a brain MRI-based hidden Markov model for dementia recognition

  

Sensitivity

Specificity

Accuracy

  

λ

λ ′

Λ

λ ′

λ

λ ′

AD vs O

P(O|λ)

0.813

0.667

0.800

0.640

0.807

0.653

 

KLD

0.813

0.667

0.800

0.640

0.807

0.653

  1. λ and λ ′ refer to initial and re-estimated HMMs, respectively