We present an experimental application of the ERFE-SVM machine learning system for the molecular profiling of cardiogenomics data. The predictive methodology is applied to obtain the automatic ranking and selection of a panel of genes for a Mouse Model dataset of DNA expressions provided by the genomics of Cardiovascular Development, Adaptation, and Remodeling, NHLBI Program for Genomic applications
Methods for predictive classification and molecular profiling from DNA microarray data
Furlanello, Cesare;Merler, Stefano;Jurman, Giuseppe
2004-01-01
Abstract
We present an experimental application of the ERFE-SVM machine learning system for the molecular profiling of cardiogenomics data. The predictive methodology is applied to obtain the automatic ranking and selection of a panel of genes for a Mouse Model dataset of DNA expressions provided by the genomics of Cardiovascular Development, Adaptation, and Remodeling, NHLBI Program for Genomic applicationsFile in questo prodotto:
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