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AUSAI
2006
Springer
13 years 11 months ago
Beyond Accuracy, F-Score and ROC: A Family of Discriminant Measures for Performance Evaluation
Different evaluation measures assess different characteristics of machine learning algorithms. The empirical evaluation of algorithms and classifiers is a matter of on-going debat...
Marina Sokolova, Nathalie Japkowicz, Stan Szpakowi...
CISIS
2007
IEEE
14 years 2 months ago
Obtaining Performance Measures through Microbenchmarking in a Peer-to-Peer Overlay Computer
: The availability of enormous amounts of un-used computing power and data storage over the In-ternet makes the development of a globally distributed computing platform, called Ove...
Paolo Bertasi, Mauro Bianco, Andrea Pietracaprina,...
TSMC
1998
74views more  TSMC 1998»
13 years 7 months ago
An invariant performance measure for surface reconstruction using the volume between two surfaces
—In this paper, we propose the volume between two surfaces normalized by the surface area (interpreted as average distance between two surfaces) as an invariant quantitative meas...
June-Ho Yi, David M. Chelberg
CLUSTER
2006
IEEE
13 years 7 months ago
A flexible multi-dimensional QoS performance measure framework for distributed heterogeneous systems
When users' tasks in a distributed heterogeneous computing environment (e.g., cluster of heterogeneous computers) are allocated resources, the total demand placed on some sys...
Jong-Kook Kim, Debra A. Hensgen, Taylor Kidd, Howa...
BCSHCI
2007
13 years 9 months ago
A pattern-based usability inspection method: first empirical performance measures and future issues
The Usability Pattern Inspection (UPI) is a new usability inspection method designed for the added downstream utility of producing concrete design recommendations. This paper prov...
Martin Schmettow, Sabine Niebuhr