000			01592cam a22003375i 4500
999			_c28238 _d28209
001			18391187
003			EG-ScBUE
005			20200305142252.0
008			141201t20152015maua f b 001 0 eng d
020			_a9780262029445 (hardcover : alk. paper)
040			_aDLC _beng _erda _cDLC _dDLC _dEG-ScBUE
082	0	4	_a006.31 _bKEL _222
100	1		_aKelleher, John D., _d1974-
245	1	0	_aFundamentals of machine learning for predictive data analytics : _balgorithms, worked examples, and case studies / _cJohn D. Kelleher, Brian Mac Namee, Aoife D'Arcy.
264		1	_aCambridge, Massachusetts : _bMassachusetts Institute of Technology Press (MIT), _c[2015]
264		4	_cc2015
300			_axxii, 595 pages : _billustrations ; _c24 cm
336			_atext _btxt _2rdacontent
337			_aunmediated _bn _2rdamedia
338			_avolume _bnc _2rdacarrier
504			_aIncludes bibliographical references and index.
505	0		_aMachine learning for predictive data analytics -- Data to insights to decisions -- Data exploration -- Information-based learning -- Similarity-based learning -- Probability-based learning -- Error-based learning -- Evaluation -- Case study : customer churn -- Case study : galaxy classification -- The art of machine learning for predictive data analytics.
650		7	_aMachine learning. _2BUEsh
650		7	_aData mining. _2BUEsh
650		7	_aPrediction theory. _2BUEsh _940925
653			_bCOMSCI _cMarch2020
655			_vReading book _934232
700	1		_aMac Namee, Brian, _d1978- _eauthor.
700	1		_aD'Arcy, Aoife, _d1978- _eauthor.
942			_2ddc _cBB