Research Article
Training Classifiers under Covariate Shift by Constructing the Maximum Consistent Distribution Subset
Algorithm 2
The direct classification algorithm of Scenario
1.
Require: the target training set , the target testing set , | the auxiliary sample set , a base learning algorithm Learner | Ensure: classification function | ; / denotes the target sample set/ | ; /constructing the MIDS/ | ; / denotes the new training set/ | ; / denotes the function implemented by a base | learning algorithm trained on the new training set / |
|