| 000 | 02501nam a22003617i 4500 | ||
|---|---|---|---|
| 005 | 20251030135902.0 | ||
| 007 | t| | ||
| 008 | 230503s2016 nju||||| |||| 00| 0 spa d | ||
| 020 | _a9781118729274 | ||
| 040 |
_aCO-ViULL _erda _bspa |
||
| 041 | _heng | ||
| 082 | 0 |
_223 _a005.54 _bS558 |
|
| 100 | 1 |
_aShmueli, Galit _9160763, _eautor. _4aut |
|
| 245 | 1 | 0 |
_aData mining for business analytics : _bconcepts, techniques, and applications with XLMiner®. |
| 250 | _a3. | ||
| 264 | 1 |
_aNew Jersey : _bJohn Wiley & Sons, _c2016. |
|
| 300 |
_a514 páginas : _b: figuras ; tables. |
||
| 336 |
_atexto _btxt _2rdacontent |
||
| 337 |
_asin mediación _bn _2rdamedia |
||
| 338 |
_avolumen _bnc _2rdacarrier |
||
| 500 | _aContents. | ||
| 505 | 8 | _aCHAPTER 1 Introduction -- CHAPTER 2 Overview of the Data Mining Process. -- CHAPTER 3 Data Visualization. -- CHAPTER 4 Dimension Reduction. -- CHAPTER 5 Evaluating Predictive Performance. -- CHAPTER 6 Multiple Linear Regression. -- CHAPTER 7 k-Nearest Neighbors (kNN). -- CHAPTER 8 The Naive Bayes Classifier. -- CHAPTER 9 Classification and Regression Trees. -- CHAPTER 10 Logistic Regression. -- CHAPTER 11 Neural Nets. -- CHAPTER 12 Discriminant Analysis. -- CHAPTER 13 Combining Methods: Ensembles and Uplift Modeling. -- CHAPTER 14 Association Rules and Collaborative Filtering. -- CHAPTER 15 Cluster Analysis. -- CHAPTER 16 Handling Time Series. -- CHAPTER 17 Regression-Based Forecasting. -- CHAPTER 18 Smoothing Methods. -- CHAPTER 19 Social Network Analytics. -- CHAPTER 20 Text Mining. -- CHAPTER 21 Cases. | |
| 520 | _aData Mining for Business Analytics: Concepts, Techniques, and Applications in XLMiner®, Third Edition is an ideal textbook for upper-undergraduate and graduate-level courses as well as professional programs on data mining, predictive modeling, and Big Data analytics. The new edition is also a unique reference for analysts, researchers, and practitioners working with predictive analytics in the fields of business, finance, marketing, computer science, and information technology. | ||
| 650 | 0 |
_aHojas de cálculo electrónicas _9160764. |
|
| 650 | 0 |
_aElectronic spreadsheets _9160765. |
|
| 650 | 0 |
_aHojas de cálculo _xprogramas informáticos _9160766. |
|
| 650 | 0 |
_aSpreadsheets _xComputer programs _9160767. |
|
| 650 | 0 |
_aHojas de cálculo _xsoftware informático _9160768. |
|
| 650 | 0 |
_aSpreadsheets _xComputer software _9160769. |
|
| 700 | 1 |
_aBruce, Peter C. _9160770. |
|
| 700 | 1 |
_aPatel, Nitin R. _9160771. |
|
| 942 |
_2ddc _cBK |
||
| 999 |
_c47467 _d47467 |
||