194 search results - page 22 / 39 » The Performance Potential of Data Dependence Speculation |
111
Voted
BMCBI
2006
15 years 16 days ago
2006
Background: Overfitting the data is a salient issue for classifier design in small-sample settings. This is why selecting a classifier from a constrained family of classifiers, on...
100
Voted
UAI
2000
15 years 1 months ago
2000
A simple advertising strategy that can be used to help increase sales of a product is to mail out special o ers to selected potential customers. Because there is a cost associated...
131
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KDD
2007
ACM
16 years 26 days ago
2007
ACM
The discovery of subsets with special properties from binary data has been one of the key themes in pattern discovery. Pattern classes such as frequent itemsets stress the co-occu...
130
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ICML
2000
IEEE
16 years 1 months ago
2000
IEEE
If all features causing heterogeneity were observed, a mixture of experts approach (Jacobs et al., 1991) is likely to be superior to using a single model. When unobserved or very n...
102
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ICDE
2007
IEEE
15 years 6 months ago
2007
IEEE
The strength of GIS is in providing a rich data infrastructure for combining disparate data in meaningful ways by using a spatial arrangement (e.g., proximity). As a toolbox, a GI...