TiVo USES a very simple form of meta-level knowledge, but even as the meta-level knowledge used becomes more and more complex, we should continue to keep control over adaptive behavior.
The classification results of basis classifiers were added to original feature vector to obtain the meta-level data, which enhanced the search ability in hypothesis space and decreased system bias.