Research Article

Joint Transfer Extreme Learning Machine with Cross-Domain Mean Approximation and Output Weight Alignment

Algorithm 1

JTELM.
Input: Dataset and , number of hidden-layer nodes , tradeoff parameter , , , and .
Output: Predicted result .
Step 1: Use and to calculate according to equation (11).
Step 2: Solve the output weight according to equation (17);
Step 3: Use and to predict and get its label .
Step 4: Repeat Steps 1–3 until no change on .