463 search results - page 3 / 93 » Accuracy Estimation With Clustered Dataset |
ECAI
2010
Springer
13 years 8 months ago
2010
Springer
Large-scale text datasets have long eluded a family of particularly elegant and effective clustering methods that exploits the power of pair-wise similarities between data points ...
KDD
2012
ACM
11 years 9 months ago
2012
ACM
Spectral clustering is a widely used method for organizing data that only relies on pairwise similarity measurements. This makes its application to non-vectorial data straightforw...
ICPR
2010
IEEE
13 years 7 months ago
2010
IEEE
—Evaluating the performance of a classification algorithm critically requires a measure of the degree to which unseen examples have been identified with their correct class lab...
ECBS
2006
IEEE
13 years 10 months ago
2006
IEEE
Fault prediction models still seem to be more popular in academia than in industry. In industry expert estimations of fault proneness are the most popular methods of deciding wher...
ICDM
2005
IEEE
14 years 18 days ago
2005
IEEE
There has been increasing number of independently proposed randomization methods in different stages of decision tree construction to build multiple trees. Randomized decision tre...