Each domain adaptation task consists of 2,000 labeled source examples,  Table 1: Average prediction accuracy with 5 runs on target domain testing data set.
we proposed a novel method, based on the CMD metric, to simultaneously extract domain invariant feature and domain specific feature for target domain data.