Corpus ID: 34617976

Explorer Mining housekeeping genes with a Naive Bayes classifier

@inproceedings{Ferrari2017ExplorerMH,
  title={Explorer Mining housekeeping genes with a Naive Bayes classifier},
  author={L. D. Ferrari and Stuart Aitken},
  year={2017}
}
Background: Traditionally, housekeeping and tissue specific genes have been classified using direct assay of mRNA presence across different tissues, but these experiments are costly and the results not easy to compare and reproduce. Results: In this work, a Naive Bayes classifier based only on physical and functional characteristics of genes already available in databases, like exon length and measures of chromatin compactness, has achieved a 97% success rate in classification of human… Expand

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