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MCS
2007
Springer
13 years 9 months ago
Exploiting Diversity in Ensembles: Improving the Performance on Unbalanced Datasets
Abstract. Ensembles are often capable of greater predictive performance than any of their individual classifiers. Despite the need for classifiers to make different kinds of err...
Nitesh V. Chawla, Jared Sylvester
BMCBI
2010
111views more  BMCBI 2010»
13 years 9 months ago
Comparative performances of DNA barcoding across insect orders
Background: Previous studies on insect DNA barcoding provide contradictory results and suggest not consistent performances across orders. This work aims at providing a general eva...
Massimiliano Virgilio, Thierry Backeljau, Bruno Ne...
CHI
2008
ACM
14 years 10 months ago
There's always one!: modelling outlying user performance
Informal analysis of many usability tests suggests that there is regularly one participant that is substantially slower than all the others. Moreover, such outliers are more extre...
Julie Schiller, Paul A. Cairns
TSMC
1998
62views more  TSMC 1998»
13 years 9 months ago
Performance based design of high-level language-directed computer architectures
— This paper is concerned with the analytical modeling of computer architectures to aid in the design of high-level language-directed computer architectures. High-level language-...
Rajendra S. Katti, Mark L. Manwaring
CLUSTER
2007
IEEE
14 years 4 months ago
Building the communication performance model of heterogeneous clusters based on a switched network
— Analytical communication performance models play an important role in prediction of the execution time of parallel applications on multiprocessors. Apart from designing such a ...
Alexey L. Lastovetsky, Vladimir Rychkov