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    Then I usually split the classification techniques in 2 sets white box and black box technique. If you need to know 'how the classifier works' you should choose in the first set, eg Decision Trees or Rules based classifiers. If you need to classify new records without building a model should should take a look to eager learner, eg KNN.

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    Choosing what kind of classifier to use. If a huge amount of data are available, then the choice of classifier probably has little effect on your results and the best choice may be unclear (cf. Banko and Brill, 2001 ). It may be best to choose a classifier based on

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