The Lure of Statistics in Data Mining
The field of Data Mining like Statistics concerns itself with "learning from data" or "turning data into information". For statisticians the term "Data mining" has a pejorative meaning. Instead of finding useful patterns in large volumes of data as in the case of Statis...
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| Veröffentlicht in: | Journal of statistics education 2008-03, Vol.16 (1) |
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| container_title | Journal of statistics education |
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| creator | Grover, Lovleen Kumar Mehra, Rajni |
| description | The field of Data Mining like Statistics concerns itself with "learning from data" or "turning data into information". For statisticians the term "Data mining" has a pejorative meaning. Instead of finding useful patterns in large volumes of data as in the case of Statistics, data mining has the connotation of searching for data to fit preconceived ideas. Here we try to discuss the similarities and differences as well as the relationships between statisticians and data miners. This article is intended to bridge some of the gap between the people of these two communities. |
| doi_str_mv | 10.1080/10691898.2008.11889552 |
| format | Article |
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| ispartof | Journal of statistics education, 2008-03, Vol.16 (1) |
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| language | eng |
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| source | DOAJ Directory of Open Access Journals; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; Alma/SFX Local Collection |
| subjects | Censored data Data dredging Data fishing Data mining Data Processing Differences Exploratory data analysis Knowledge discovery in data mining Mathematics Education Statistics Truncated data |
| title | The Lure of Statistics in Data Mining |
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