000 | 01669cam a22003617a 4500 | ||
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001 | 16107203 | ||
003 | KPTM | ||
005 | 20151217120118.0 | ||
008 | 100225s2010 njua b 001 0 eng | ||
010 | _a 2010005152 | ||
016 | 7 |
_a015562262 _2Uk |
|
020 | _a9780470526828 | ||
040 |
_aDLC _cDLC |
||
050 | 0 | 0 |
_aHF5548.2 _b.S558 2010 |
082 | 0 | 0 |
_a005.54 _222 |
100 | 1 |
_aShmueli, Galit, _d1971- |
|
245 | 1 | 0 |
_aData mining for business intelligence : _bconcepts, techniques, and applications in Microsoft Office Excel with XLMiner / _cGalit Shmueli, Nitin R. Patel, Peter C. Bruce. |
260 |
_aHoboken, N.J. : _bWiley, _cc2010. |
||
300 |
_axxiv, 404 p. : _bill. ; _c26 cm. |
||
504 | _aIncludes bibliographical references and index. | ||
505 | 0 | _aIntroduction -- Overview of the data mining process -- Data visualization -- Dimension reduction -- Evaluating classification and predictive performance -- Multiple linear regression -- knearest neighbors (kNN) -- Naive bayes -- Classification and regression trees -- Logistic regression -- Neural nets -- Discriminant analysis -- Association rules -- Cluster Analysis -- Handling time series -- Regression-based forecasting -- Smoothing methods -- Cases. | |
630 | 0 | 0 | _aMicrosoft Excel (Computer file) |
650 | 0 |
_aBusiness _xData processing. |
|
650 | 0 | _aData mining. | |
650 | 1 | 7 |
_aDatamining. _2gtt |
650 | 1 | 7 |
_aDataprocessing. _2gtt |
650 | 1 | 7 |
_aStatistiek. _2gtt |
700 | 1 |
_aPatel, Nitin R. _q(Nitin Ratilal) |
|
700 | 1 |
_aBruce, Peter C., _d1953- |
|
906 |
_a7 _bcbc _corigcop _d2 _encip _f20 _gy-gencatlg |
||
942 |
_2lcc _cBK |
||
999 |
_c13835 _d13835 |