The Internet Archive has a preservation copy of this work in our general collections.
The file type is application/pdf
.
Comparison of classification methods for detecting associations between SNPs and chick mortality
2009
Genetics Selection Evolution
Multi-category classification methods were used to detect SNP-mortality associations in broilers. The objective was to select a subset of whole genome SNPs associated with chick mortality. This was done by categorizing mortality rates and using a filter-wrapper feature selection procedure in each of the classification methods evaluated. Different numbers of categories (2, 3, 4, 5 and 10) and three classification algorithms (naïve Bayes classifiers, Bayesian networks and neural networks) were
doi:10.1186/1297-9686-41-18
pmid:19284707
pmcid:PMC3225888
fatcat:ze6dpjl4m5a4zfarffw32pwpz4