Other techniques that are commonly used include Bayesian formulations [133, 24],
Dempster-Schafer Theory of Evidence [91], and the Behaviour Knowledge Space method [111].
Suen and Lam [130] provide an excellent review of a number of different rules. Several authors have compared the effectiveness of these and other combination rules in different
situations; for example, Duin and Tax [35], Bauer and Kohavi [8], and Ali [2]. A point of
agreement seems to be that no one combination rule is overall better than another, and
that no rule at all can be a substitute for a well-trained set of predictors in the first place.
So how do you learn a good set of predictors?
Other techniques that are commonly used include Bayesian formulations [133, 24],Dempster-Schafer Theory of Evidence [91], and the Behaviour Knowledge Space method [111].Suen and Lam [130] provide an excellent review of a number of different rules. Several authors have compared the effectiveness of these and other combination rules in differentsituations; for example, Duin and Tax [35], Bauer and Kohavi [8], and Ali [2]. A point ofagreement seems to be that no one combination rule is overall better than another, andthat no rule at all can be a substitute for a well-trained set of predictors in the first place.So how do you learn a good set of predictors?
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