00000nmm a2200000 i 4500 UP-99849408841434514 Buklod 20220829135802.0 m o u cr ||||||||||| 220829s2018 enk go | eng|d 9780124166325 (eBook) 20144943 SISPL DENGII rda eng QA 76.9 D343 N57 2018eb Nisbet, Robert author. Handbook of statistical analysis and data mining applications Robert Nisbet, Gary Miner, Ken Yale. Second edition. London Academic Press [2018] 1 online resource. text txt rdacontent computer rdamedia online resource cr rdacarrier Includes bibliographical references and index. History of phases of data analysis, basic theory, and the data mining process -- The algorithms and methods in data mining and predictive analytics and some domain areas -- Tutorials and case studies -- Models ensembles, model complexity; using the right model for the right use, significance, ethics, and the future and advanced processes. IP based subscription, on campus and remote access Access via Electronic Resources of the UPD Engineering Library and University Library websites. Handbook of Statistical Analysis and Data Mining Applications, Second Edition, is a comprehensive professional reference book that guides business analysts, scientists, engineers and researchers, both academic and industrial, through all stages of data analysis, model building and implementation. The handbook helps users discern technical and business problems, understand the strengths and weaknesses of modern data mining algorithms and employ the right statistical methods for practical application. This book is an ideal reference for users who want to address massive and complex datasets with novel statistical approaches and be able to objectively evaluate analyses and solutions. It has clear, intuitive explanations of the principles and tools for solving problems using modern analytic techniques and discusses their application to real problems in ways accessible and beneficial to practitioners across several areas-from science and engineering, to medicine, academia and commerce. Electronic reproduction London Academic Press 2018 Available via World Wide Web through ScienceDirect. Data mining Statistical methods. Electronic books. Miner, Gary author. Yale, Ken author. Available for University of the Philippines System via ScienceDirect. Click here to access https://doi.org/10.1016/C2012-0-06451-4 (viewed August 29 2022) Also available remotely for University of the Philippines System via ScienceDirect. Click here to access thru EZproxy https://www-sciencedirect-com.ezproxy.engglib.upd.edu.ph/book/9780124166325/handbook-of-statistical-analysis-and-data-mining-applications FO UPD DENG-II QA 76.9 D343 N57 2018EB Electronic Resource