Machine learning methods should be interchangeable : Transformation-based learning ( TBL ) ( Brill , 1993 ) and Memory-based learning ( MBL ) ( Daelemans et al. , 2002 ) have been applied to many different problems , so a single interchangeable component should be used to represent each method .
a corpusbased appreach to language learning
Eric Brill
This is particularly important in NLP because of the high redundancy across tasks and approaches . Machine learning methods should be interchangeable : Transformation-based learning ( TBL ) ( Brill , 1993 ) and Memory-based learning ( MBL ) ( Daelemans et al. , 2002 ) have been applied to many different problems , so a single interchangeable component should be used to represent each method . We will base these components on the design of Weka ( Witten and Frank , 1999 ) .
Machine learning methods should be interchangeable : Transformation-based learning ( TBL ) ( @@CITATION ) and Memory-based learning ( MBL ) ( Daelemans et al. , 2002 ) have been applied to many different problems , so a single interchangeable component should be used to represent each method .