The impact of different sources of heterogeneity on loss of accuracy from genomic prediction models.
Sign Up to like & getrecommendations! Published in 2018 at "Biostatistics"
DOI: 10.1093/biostatistics/kxy044
Abstract: Cross-study validation (CSV) of prediction models is an alternative to traditional cross-validation (CV) in domains where multiple comparable datasets are available. Although many studies have noted potential sources of heterogeneity in genomic studies, to our… read more here.
Keywords: heterogeneity; loss accuracy; sources heterogeneity; accuracy ... See more keywords
Technical perspective: XNOR-networks--powerful but tricky
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DOI: 10.1145/3429950
Abstract: used for training with a measure of image similarity; these refinements are adjusted dynamically throughout the training process. These tricks result in a compression procedure that can be applied to any network architecture, with weights… read more here.
Keywords: perspective xnor; xnor; loss accuracy; xnor networks ... See more keywords