000 00944cam a2200205 i 4500
020 _a9780262029445 (hardcover : alk. paper)
082 0 0 _a006.31
_bKEL
100 1 _aKelleher, John D.,
245 1 0 _aFundamentals of machine learning for predictive data analytics :
260 _aCambridge :
_bThe MIT Press ,
_c2015
300 _axxii, 595 pages :
_billustrations ;
500 _aIncludes 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 0 _aMachine learning.
650 0 _aData mining.
650 0 _aPrediction theory.
700 1 _aMac Namee, Brian,
700 1 _aD'Arcy, Aoife,
942 _cREF
999 _c43975
_d43975