80 60 03 v 1 3 J un 1 99 8 Lazy Transformation-Based Learning

@inproceedings{Samuel20078060,
  title={80 60 03 v 1 3 J un 1 99 8 Lazy Transformation-Based Learning},
  author={Ken Samuel},
  year={2007}
}
We introduce a significant improvement for a relatively new machine learning method called Transformation-Based Learning. By applying a Monte Carlo strategy to randomly sample from the space of rules, rather than exhaustively analyzing all possible rules, we drastically reduce the memory and time costs of the algorithm, without compromising accuracy on… CONTINUE READING