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At this rate, more than 10 days would be required by SOrt-ITEMS for binning even a small sized data set (500,000 reads each of length approximately 250 bp).
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With small sized data sets (10 – 20 loci), incorrectly reconstructed gene trees interfere substantially with correct species tree reconstruction.
It's suited to any sized data set, including big data.
For a data set of 20,000 patients, which is an average-sized data set in our studies, almost 650 hours (~90 days) will be required.
The strengths of the classification model proposed in this study are: a) small sized support-set, b) small number of patterns, c) interpretability and d) high accuracy on validation.
A medium-sized data set has been used in order to test the accuracy of the model.
Data Searching data in a small data set.
To provide any realistic run time findings, the author needs to load at least an exome-sized data set and run it.
"The problem is that it's based on a very small data set".
The experimental results show that our model obtains better classification accuracy on all 5 data sets, even on a small-sized training data.
A small sized experimental autonomous bicycle is developed.
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