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An L-infinity Norm Visual Classifier

An L-infinity Norm Visual Classifier,10.1109/ICDM.2009.119,Anushka Anand,Leland Wilkinson,Dang Nhon Tuan

An L-infinity Norm Visual Classifier  
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We introduce a mathematical framework, based on the L∞ norm distance metric, to describe human interactions in a visual data mining environment. We use the framework to build a classifier that involves an algebra on hyper-rectangles. Our classifier, called VisClassifier, generates set-wise rules from simple gestures in an exploratory visual GUI. Logging these rules allows us to apply our analysis to a new sample or batch of data so that we can assess the predictive power of our visual-processing motivated classifier. The accuracy of this classifier on widely-used benchmark datasets rivals the accuracy of competitive classifiers.
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