ata, the learning curves will not cross. While it is
well known that no algorithm can outperform all others
in all cases (Wolpert 1994), our world does tend to
have some smoothness conditions and algorithms can
be more successful than others in practice. In the next
section we show that a hybrid approach can improve
both algorithms in important practical datasets.