Designing a Testing Framework for Transfer Learning Algorithms (Application Paper)

A survey on heterogeneous transfer learning

“…It would be insightful to have a comparative study conducted to evaluate the effectiveness of the surveyed algorithms on a common, fair experimental testbed. To do this, a standardized test framework could be developed for heterogeneous transfer learning algorithms, as was done for homogeneous transfer learning algorithms [111,112].…”