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While Miranda-Saavedra and coworkers [ 8] used a variable e-value cutoff to choose the correct group for each kinase, we used a fixed HMM bit score cutoff: if the score is greater than 20 a protein is predicted to be a kinase, and if more than one HMM is matched, the higher is selected.
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"Been on my list to fix since, hmm, March 20 , 2009" Crowley jokes.
For this analysis, we have fixed the rate HMM to contain a specified number of states.
In a classical HMM [24], the number of the states with the HMM is initialized and fixed.
The hidden Markov models (HMMs) (e.g.,[17]) fixed the number of states in the Markov chain.
SNR of the reference HMM changes when the SNR of the test speech is fixed at 0, 2, 4 dB, respectively.
By using a non-homogeneous HMM, we can account for the variable distance between probes/genes and Reversible Jump allows us to use HMMs without fixing the number of hidden states.
"Hmm, I could fix that," he mumbled, pointing at a piece near the bulb that I hadn't noticed was busted.
Rampling fixes me with her hooded leopard gaze, "Hmm.
Briefly, the goal of inference in the HMM is computing the filtering and the (fixed-lag) smoothing distributions and the (fixed-lag) Viterbi path.
"Hmm hmm".
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Justyna Jupowicz-Kozak
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