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The defense team countered, though, that any critical information was buried in a virtually indecipherable mass of benign data.
The training as well as test splits contain more than 90% benign data.
The VirusTotal SWF data had a benign-to-malicious ratio of around 52 1 during the collection period; therefore, a random subsampling of benign data was performed to approximately match the ratio with that of PDF data.
In benign data sets, however, the changes are typically small.
While in benign data sets, the effects on consistency indices, likelihood score, or bootstrap support are typically small and we do not observe changes in the reconstructed tree topologies, the effects of removing homoplastic sites can become dramatic for poor data sets, as the example of the Cox1 genes of Dytiscus demonstrates.
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Old-economy manufacturing companies, like General Motors and Coca-Cola, gained as investors breathed a sigh of relief over benign economic data and took refuge in companies they saw as less vulnerable to market volatility.
Such misclassification may be attributed the fact that the majority of our benign P2P data consists of 'torrent' based applications.
The relatively benign CPI data followed an even more market-friendly report on inflation at the wholesale level.
Long-term outcome of steroid-sensitive idiopathic nephrotic syndrome (SSNS) in children is usually considered benign, although data on follow-up into adulthood are scarce.
For DDAH1, ARGI2, eIF4A3, PRDX3 and Par4 results have not shown significant changes in their respective mRNA levels in tumor compared to benign tissues (Data not shown).
Hierarchical clustering was performed with Pearson correlation using the differentially expressed miRNAs. 4 pairs cancer and benign tissues data (C2,C3,C4,C5,N2,N3,N4,N5) were used for further analysis.
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