968 search results - page 3 / 194 » Evaluating Benchmark Subsetting Approaches |
EUROPAR
1999
Springer
13 years 10 months ago
1999
Springer
Abstract. The High Performance Fortran (HPF) benchmark suite HPFBench was designed for evaluating the HPF language and compilers on scalable architectures. The functionality of the...
PAMI
2010
13 years 4 months ago
2010
—Stability (robustness) of feature selection methods is a topic of recent interest, yet often neglected importance, with direct impact on the reliability of machine learning syst...
GECCO
2003
Springer
13 years 11 months ago
2003
Springer
Abstract. Page-based Linear Genetic Programming (GP) is proposed and implemented with two-layer Subset Selection to address a two-class intrusion detection classification problem a...
CORR
2006
Springer
13 years 6 months ago
2006
Springer
Abstract. Support Vector Machines (SVMs) are well-established Machine Learning (ML) algorithms. They rely on the fact that i) linear learning can be formalized as a well-posed opti...
IWPC
2002
IEEE
13 years 11 months ago
2002
IEEE
In this paper, we take the concept of benchmarking as used extensively in computing and apply it to evaluating C++ fact extractors. We demonstrated the efficacy of this approach b...