000			01627nam a2200325 i 4500
003			OCoLC
005			20220411144233.0
008			130208s2013 caua 001 0 eng
020			_a9780123969637 _q(h)
020			_a0123969638 _q(h)
035			_a(OCoLC)827722823 _z(OCoLC)761843506
040			_aLCC _beng _cgsu _dgsu _erda
050	0	4	_aQA76.73.R3 _bZ43 2013
082	0	0	_a006.3/12 _223
100	1		_aZhao, Yanchang. _d1977- _0http://id.loc.gov/authorities/names/n2008079107. _eauthor
245	1	0	_aR and data mining : _bexamples and case studies / _cYanchang Zhao.
250			_aFirst edition.
264		1	_aSan Diego, Calif. : _bAcademic Press, _c2013.
300			_axiii, 234 pages : _billustrations (same color). _c24 cm.
336			_atext _btxt _2rdacontent.
337			_aunmediated _bn _2rdamedia.
338			_avolume _bnc _2rdacarrier.
500			_aincludes index
504			_aIncludes bibliographical references and indexes.
505	0		_aData import and export -- Data exploration -- Decision trees and random forest -- Regression -- Clustering -- Outlier detection -- Time series analysis and mining -- Association rules -- Text mining -- Social network analysis -- Case study 1. Analysis and forecasting of house price indices -- Case study 2. Customer response prediction and profit optimization -- Case study 3. Predictive modeling of big data with limited memory -- Online resources.
650		0	_aR (Computer program language) _0http://id.loc.gov/authorities/subjects/sh2002004407.
650		0	_aData mining. _0http://id.loc.gov/authorities/subjects/sh97002073.
942			_2lcc _cBK _n0
999			_c547 _d547