MIDClass: microarray data classification by association rules and gene expression intervals.

oleh: Rosalba Giugno, Alfredo Pulvirenti, Luciano Cascione, Giuseppe Pigola, Alfredo Ferro

Format: Article
Diterbitkan: Public Library of Science (PLoS) 2013-01-01

Deskripsi

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.