008 |
|
170705s2015 mau a b 001 0 eng |
020 |
|
|a9780262029445 (hbk.) :|cUSD80.00
|
040 |
|
|aNOU|beng
|
050 |
00
|
|aQ325.5|b.K455 2015
|
095 |
|
|aLB|bLBF|dQ325.5|eK29|y2015|fcelin|cE019485|n2072
|
100 |
1
|
|aKelleher, John D.,|d1974-
|
245 |
10
|
|aFundamentals of machine learning for predictive data analytics :|balgorithms, worked examples, and case studies /|cJohn D. Kelleher, Brian Mac Namee, Aoife D'Arcy.
|
260 |
|
|aCambridge, Mass. :|bMIT Press,|cc2015.
|
300 |
|
|axxii, 595 p. :|bill. ;|c24 cm.
|
504 |
|
|aIncludes bibliographical references (p. [557]-563) 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 |
0
|
|aMachine learning.
|
650 |
0
|
|aData mining.
|
650 |
0
|
|aPrediction theory.
|
700 |
1
|
|aMac Namee, Brian,|d1978-
|
700 |
1
|
|aD'Arcy, Aoife,|d1978-
|