4085 search results - page 52 / 817 » Benchmarking Data Mining Algorithms |
76
Voted
JETAI
2010
14 years 11 months ago
2010
Algorithm performance evaluation is so entrenched in the Machine Learning community that one could call it an addiction. Like most addictions, it is harmful and very difficult to ...
99
Voted
SIGKDD
2002
15 years 6 days ago
2002
The primary aim of most data mining algorithms is to facilitate the discovery of concise and interpretable information from large amounts of data. However, many of the current for...
106
Voted
EVOW
2012
Springer
13 years 8 months ago
2012
Springer
This paper presents HyFlex, a software framework for the development of cross-domain search methodologies. The framework features a common software interface for dealing with diff...
103
Voted
IPPS
2000
IEEE
15 years 5 months ago
2000
IEEE
Abstract. The current generation of data mining tools have limited capacity and performance, since these tools tend to be sequential. This paper explores a migration path out of th...
114
Voted
MLDM
2009
Springer
15 years 5 months ago
2009
Springer
The induction of knowledge from a data set relies in the execution of multiple data mining actions: to apply filters to clean and select the data, to train different algorithms (...