Why Stacked Models Perform Effective Collective Classification

Abstract

Collective classification techniques jointly infer all class labels of a relational data set, using the inferences about one class label to influence inferences about related class labels. Kou and Cohen recently introduced an efficient relational model based on stacking that, despite its simplicity, has equivalent accuracy to more sophisticated joint… (More)
DOI: 10.1109/ICDM.2008.126

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