463 search results - page 2 / 93 » Accuracy Estimation With Clustered Dataset |
DAWAK
2009
Springer
15 years 4 months ago
2009
Springer
The appropriate choice of a method for imputation of missing data becomes especially important when the fraction of missing values is large and the data are of mixed type. The prop...
48
Voted
INFSOF
2008
14 years 9 months ago
2008
ML
2002
ACM
14 years 9 months ago
2002
ACM
For two-class datasets, we provide a method for estimating the generalization error of a bag using out-of-bag estimates. In bagging, each predictor (single hypothesis) is learned ...
95
Voted
ICDE
2010
IEEE
14 years 8 months ago
2010
IEEE
Abstract— We propose the Multi-resolution Correlation Cluster detection (MrCC), a novel, scalable method to detect correlation clusters able to analyze dimensional data in the ra...
72
Voted
BIBE
2007
IEEE
15 years 3 months ago
2007
IEEE
Abstract—A novel microarray value imputation method, HICCUP1 , is presented. HICCUP improves upon existing value imputation methods in the several ways. (1) By judiciously integr...