Constructive induction of Cartesian product attributes Export

@misc{citeulike:1711648, abstract = {: Constructive induction is the process of changing the representation of examples by creating new attributes from existing attributes. In classification, the goal of constructive induction is to find a representation that facilitates learning a concept description by a particular learning system. Typically, the new attributes are Boolean or arithmetic combinations of existing attributes and the learning algorithms used are decision trees or rule learners. We describe the construction of...}, author = {Pazzani, M.}, citeulike-article-id = {1711648}, citeulike-linkout-0 = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.42.5158}, keywords = {classification, concept\_hierarchy, learning}, posted-at = {2007-09-30 16:37:36}, priority = {2}, title = {Constructive induction of Cartesian product attributes}, url = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.42.5158}, year = {1996} }

TY - GEN ID - citeulike:1711648 L3 - citeulike-article-id:1711648 N2 - : Constructive induction is the process of changing the representation of examples by creating new attributes from existing attributes. In classification, the goal of constructive induction is to find a representation that facilitates learning a concept description by a particular learning system. Typically, the new attributes are Boolean or arithmetic combinations of existing attributes and the learning algorithms used are decision trees or rule learners. We describe the construction of... TI - Constructive induction of Cartesian product attributes KW - classification KW - concept_hierarchy KW - learning AU - Pazzani, M PY - 1996/// UR - http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.42.5158 ER -