4085 search results - page 308 / 817 » Benchmarking Data Mining Algorithms |
126
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GFKL
2007
Springer
15 years 8 months ago
2007
Springer
Experimental assessment of the performance of classification algorithms is an important aspect of their development and application on real-world problems. To facilitate this analy...
127
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SDM
2004
SIAM
15 years 5 months ago
2004
SIAM
Previous approaches for mining association rules generate large sets of association rules. Such sets are difficult for users to understand and manage. Here, the concept of a restri...
150
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KDD
2009
ACM
16 years 4 months ago
2009
ACM
Classification is a core task in knowledge discovery and data mining, and there has been substantial research effort in developing sophisticated classification models. In a parall...
183
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ICDM
2010
IEEE
15 years 2 months ago
2010
IEEE
Regression problems on massive data sets are ubiquitous in many application domains including the Internet, earth and space sciences, and finances. In many cases, regression algori...
145
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KDD
1999
ACM
15 years 8 months ago
1999
ACM
Clustering is an important data mining problem. Most of the earlier work on clustering focussed on numeric attributes which have a natural ordering on their attribute values. Rece...