Sentence examples for datasets length from inspiring English sources

However, for complex datasets, length estimates are quite accurate in ML (even for short datasets), whereas few branches are estimated accurately in a Bayesian framework.

In a Bayesian framework, the partition with the worst model estimates (3rd codon positions) produced relatively accurate branch length estimates compared to other partitions with better-estimated models, although this may also reflect increased dataset length.

For this experiment 1000 motifs were generated with the following parameters: T P ∈ [ 15, 50]; T N ∈ (50 - T P ) (50 sequences for the positive dataset); F P ∈ [0, 35]; F N ∈ (100 - F P ) (100 sequences in the negative dataset); Length ∈ [ 5, 7] amino acid symbols and numGaps ∈ [0, 5]. Figure 3 shows the correlation matrix for the 14 measures.

Despite the differences in the dataset lengths and the differences in the range and variability of θm, σθ, Tz, Hs, and Hmax, we found that the range and variability of Hmax/Hs are very similar for the four storm datasets.

The mean variance is shown in Figure 6 separately for all four dataset lengths.

All query datasets of length below 100 bp are allowed to have one error (mismatch or indel) while others are allowed to have two errors.

Paired-end shoreadsadatasetsets with length of 100 bp and a coverage depth of 20x were obtained using the GemSIM read simulator [ 43].

We truncated tags from both datasets to length 36 to make it easy to investigate the effect of the mappability information (36 bp mappability information was used).

For branches ≤ 0.2 substitutions/site for the 4-taxon HKY datasets, branch length estimation was similar in accuracy when using a uniform prior as when using the default exponential prior with mean equal to 0.1.

For each sequence in both datasets the length of sequence region covered by reads from a particular pool was parsed from MosaikCoverage text files (we call this parameter here after covered region).

To test for the significance of congruence between the chloroplast and nuclear datasets, Incongruence Length Differences tests (ILD) [ 93] as implemented in PAUP* ('partition homogeneity test' option) were conducted.