An Empirical Analysis of Domain Adaptation Algorithms for Genomic Sequence Analysis

We study the problem of domain transfer for a supervised classification task in mRNA splicing. We consider a number of recent domain transfer methods from machine learning, including some that are novel, and evaluate them on genomic sequence data from model organisms of varying evolutionary distance... (read more)

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