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80
Voted
PR
2008
14 years 10 months ago
2008
In handwritten pattern recognition, the multiple classifier system has been shown to be useful for improving recognition rates. One of the most important tasks in optimizing a mul...
84
Voted
MCS
2010
Springer
15 years 26 days ago
2010
Springer
In a multiple classifier system, dynamic selection (DS) has been used successfully to choose only the best subset of classifiers to recognize the test samples. Dos Santos et al...
SBRN
2006
IEEE
15 years 4 months ago
2006
IEEE
103
Voted
DIS
2008
Springer
15 years 20 days ago
2008
Springer
We propose a well-founded method of ranking a pool of m trained classifiers by their suitability for the current input of n instances. It can be used when dynamically selecting a s...
94
Voted
DMIN
2006
15 years 9 days ago
2006
- An ideal ensemble is composed of base classifiers that perform well and that have minimal overlap in their errors. Eliminating classifiers from an ensemble based on a criterion t...