MIDClass: microarray data classification by association rules and gene expression intervals.
Where this comes from
- Record sourced from PubMed, PMID 23936357.
- Also identified by DOI 10.1371/journal.pone.0069873 and PMC identifier 3735555.
- Licence recorded as CC BY.
- The licence permits redistribution, so the abstract is shown in full and the full text is available from the publisher.
Abstract
We present a new classification method for expression profiling data, called MIDClass (Microarray Interval Discriminant CLASSifier), based on association rules. It classifies expressions profiles exploiting the idea that the transcript expression intervals better discriminate subtypes in the same class. A wide experimental analysis shows the effectiveness of MIDClass compared to the most prominent classification approaches.
Medical subject headings
- Gene Expression Profiling
- Oligonucleotide Array Sequence Analysis
- Statistics as Topic