| 000 | 02494cam a2200493 i 4500 | ||
|---|---|---|---|
| 001 | ocn999309066 | ||
| 003 | OCoLC | ||
| 005 | 20201209145635.0 | ||
| 008 | 170608t20182018njua b 001 0 eng c | ||
| 010 | _a2017024503 | ||
| 020 |
_a9781118879368 _q(hbk.) |
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| 020 |
_a1118879368 _q(hbk.) |
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| 020 | _a9781118879368 | ||
| 040 |
_aWaSeSS/DLC _beng _erda _cDLC _dYDX _dOCLCF _dIIB _dTMA _dOCLCQ _dCDN _dFIE _dYDX _dOCLCO _dOCLCQ |
||
| 042 | _apcc | ||
| 050 | 0 | 0 | _b.S55 2018 |
| 050 | 4 | _b.S56 2018 | |
| 072 | 7 |
_aPB _2thema |
|
| 072 | 7 |
_aUK _2thema |
|
| 072 | 7 |
_aKJ _2thema |
|
| 082 | 0 | 0 |
_a658.40380285 _223 |
| 100 | 1 |
_aShmueli, Galit, _d1971- |
|
| 245 | 1 | 0 |
_aData mining for business analytics : _bconcepts, techniques, and applications in R / _cGalit Shmueli, Peter C. Bruce, Inbal Yahav, Nitin R. Patel, Kenneth C. Lichtendahl, Jr. |
| 264 | 1 |
_aHoboken, NJ : _bJohn Wiley & Sons, Inc., _c2018. |
|
| 264 | 4 | _c©2018 | |
| 300 |
_axxix, 544 pages : _billustrations ; _c26 cm. ; cased. |
||
| 500 | _a95.90 CWB07 | ||
| 504 | _aIncludes bibliographical references (pages 531-532) and index. | ||
| 505 | 0 | _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 -- Cases. | |
| 650 | 0 |
_aBusiness mathematics _xComputer programs |
|
| 650 | 0 |
_aBusiness _xData processing _91889 |
|
| 650 | 0 |
_aData mining. _99748 |
|
| 650 | 0 | _aR (Computer program language) | |
| 650 | 7 |
_aMathematics _2thema |
|
| 650 | 7 |
_aComputer hardware _2thema |
|
| 650 | 7 |
_aBusiness & Management _2thema |
|
| 700 | 1 |
_aBruce, Peter C., _d1953- |
|
| 700 | 1 | _aYahav, Inbal, | |
| 700 | 1 |
_aPatel, Nitin R. _q(Nitin Ratilal), |
|
| 700 | 1 |
_aLichtendahl, Kenneth C., _d1969- |
|
| 856 |
_uhttp://www.dataminingbook.com/book/r-edition _zLink to the COMPANION WEBSITE for this publication. |
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| 856 |
_umailto:libdesk@itcarlow.ie?subject=Resource%20unavailable _zSend a message to library staff if access to this online resource is unavailable. |
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| 942 |
_2ddc _cCW_GL |
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| 999 |
_c47773 _d47773 |
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