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Therefore, we designed a randomization algorithm for the Motif Mapper software [ 37] which enabled statistical evaluation of motif enrichment in a specific promoter dataset compared to a randomly composed dataset.
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Afterwards the composed datasets are coded as XRFF files.
For each of the randomly composed datasets, the numbers of conjoint pathways were computed.
The false-positive error rate was determined by screening 1000 times, randomly composed datasets of various sample sizes (50, 200 and 1000 promoters) for various motifs and calculating the probability that a given motif is termed enriched by mistake.
We tested our method on a simulation dataset, a real dataset composed of several known genomes, and a real metagenome NGS short reads dataset.
The dataset is composed by three sub-datasets: (i) the Telecommunications Activity dataset providing the activity of Trentino, showing all the mentioned telecommunication events which took place within this area.
Figure 7 Chi-square distances computed for the 30,000 audio segments composing the dataset.
A quantitative comparison of the different approaches using the 102 images composing the dataset is shown here.
The remaining 983 sequences compose the dataset of this study.
Each weight counts how many times the pair of genes assumes the selected state in the set of samples composing the dataset.
Of the 835 drugs in the benchmark dataset S, 83 samples were randomly selected to compose test dataset Ste, while the rest 752 samples composed the training dataset Str.
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