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Details on datasets sizes, number of conformations sampled, and the individual enrichment factors for each query were reported for each dataset (Additional file 3).
This fact might be related to the datasets sizes, since the mean of the biclusters sizes for the Yeast dataset using Bimax is greater than 75% of the size of the whole microarray, and the computational cost of generating quality biclusters of similar proportions for the other datasets may be unfeasible.
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The choice of the datasets size was made to guarantee a conservative evaluation, by providing negative information a greater weight.
The results for running the techniques on various sized clusters and dataset sizes are presented.
The authors conducted their experiments using different dataset sizes.
The model has been tested in a group of representative hardware architectures, using realistic dataset sizes.
This trend is observed across all cutoffs and dataset sizes, using both AUC and enrichment metrics.
We also measure the blocking time with different dataset sizes for the three approaches.
Fig. 5 Processing time of CDCE for different dataset sizes.Vertical axes shows time (ns).
Our approach takes a little more time than the others with different dataset sizes.
The distribution of the dataset sizes associated with each protein is shown in Fig. 1.
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