These low false positive rates and the high percentage of the NEs that are detected and missed by the two classifiers in a mutually exclusive way can be exploited to obtain better results, more specifically, to increase recall without negatively affecting precision.
we restricted the combi-nation process to only include situations where the base classifiers agree or disagree on the NE type of a certain word.