Sentence examples for hmm indicates from inspiring English sources

HMM indicates a model consisting of three Gaussian mixtures per phoneme.

This probability, which represents the observation sequence's fitness to the particular HMM, indicates the degree of confidence with which class e j is associated with shot s i based on motion information.

Ninety-seven percent of HSEL (n = 1940) overlapped with HMM enhancers (42 percent with weak enhancers in HMM, 58percentt with strong enhancers in HMM), indicating that our method is applicable.

In the context of variation detection, we define the following HMM model (illustrated in Fig. 2): States : the unknown states in the HMM indicate the possible donor genotypes at each position in the genome.

When applied to this biosequence analysis problem we show that GRHCRFs perform similarly or better than the corresponding CRFs and HMMs indicating that GRHCRFs can be profitably applied when a discriminative problem requires grammatical constraints.

The correlation among T3SS genes identified by genome annotation, microarray, and HMM prediction indicates that HrpL majorly upregulates T3SS genes, and the genes down-regulated by HrpL may be due to indirect regulation (Table 1, 2; Supplementary Table S4; Supplementary Fig. S2).

The comparison to RepeatMasker and to existing profile HMM packages indicates the promise of the new approaches.

Each split indicates HMM-HMM similarity with e-value below 1.0e-20 1.0e-20

In addition, results from HMM searches indicate a Type IIa-1 ortholog in the chimaera (Additional file 3: Table S3) in addition to the Type I, IIa-1 and IIa-2 orthologs in the little skate (Table  1).

Despite the absence of orthologues, the profile HMM analysis clearly indicates the presence of similar motifs in the Plasmodium species.

Outcome 4 indicates HMM is less effective, suggesting that the intervention should be rejected, even if it is less expensive, unless implementing such an intervention results in economic gains that outweigh the strong ethical objections to introducing a less effective intervention.