Download PDF by Haim Dahan,Shahar Cohen,Lior Rokach,Oded Maimon: Proactive Data Mining with Decision Trees (SpringerBriefs in

By Haim Dahan,Shahar Cohen,Lior Rokach,Oded Maimon

ISBN-10: 1493905384

ISBN-13: 9781493905386

This ebook explores a proactive and domain-driven strategy to type initiatives. This novel proactive method of info mining not just induces a version for predicting or explaining a phenomenon, but additionally makes use of particular problem/domain wisdom to indicate particular activities to accomplish optimum alterations within the worth of the objective characteristic. particularly, the authors recommend a particular implementation of the domain-driven proactive method for category timber. The booklet facilities at the center concept of relocating observations from one department of the tree to a different. It introduces a singular splitting criterion for determination timber, termed maximal-utility, which maximizes the potential of bettering profitability within the output tree. real-world case experiences, one in all a number one instant operator and the opposite of an enormous safety corporation, also are integrated and exhibit how employing the proactive method of type initiatives can clear up company difficulties. Proactive facts Mining with choice timber is meant for researchers, practitioners and advanced-level students.

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Proactive Data Mining with Decision Trees (SpringerBriefs in Electrical and Computer Engineering) by Haim Dahan,Shahar Cohen,Lior Rokach,Oded Maimon


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