(2003a) also investigate instance selection methods for co-training, but their goal is primarily to use selection methods as a means to explore the trade-off between maximizing coverage and maximizing accuracy.
6 our focus 6 McCallum and Nigam (1998)   here is on examining whether a more conservative ranking method can alleviate the problem of performance deterioration.