000			01530nam a2200193 4500
020			_a978-1118729274
082			_a658.4038 SHM
100			_aShmueli, Galit, ; Bruce, Peter C.; Patel, Nitin R.
245			_aData mining for business analytics : concepts, techniques, and applications with XL miner
250			_a3rd Ed.,
260			_aUSA _bWiley _c2016
300			_axxxi, 514 p. _b26 cm; Hard
500			_aAlpha /2440/ Rs.8987/-
505			_aOverview of the data mining process -- Data visualization -- Dimension reduction -- Evaluating predictive performance -- Multiple linear regression -- k-Nearest Neighbors (kNN) -- The Naive Bayes Classifier -- Classification and regression trees -- Logistic regression -- Neural nets -- Discriminant analysis -- Combining methods : ensembles and uplift modeling -- Association rules and collaborative filtering -- Cluster analysis -- Handling time series -- Regression-based forecasting -- Smoothing methods -- Social network analytics -- Text mining.
520			_aData Mining for Business Analytics: Concepts, Techniques, and Applications in XLMiner(R), Third Edition presents an applied approach to data mining and predictive analytics with clear exposition, hands-on exercises, and real-life case studies.
650			_aBusiness--Data processing _aData mining _aXL Miner (Computer file) _aBusiness mathematics--Computer programs _aMicrosoft Excel (Computer file)
856			_uhttp://www.wiley.com/WileyCDA/WileyTitle/productCd-1118729277,subjectCd-CSB0.html
942			_cBK
999			_c103197 _d103197