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AUSDM
2008
Springer
246views Data Mining» more  AUSDM 2008»
15 years 5 months ago
A New Evaluation Measure for Imbalanced Datasets
The area of imbalanced datasets is still relatively new, and it is known that the use of overall accuracy is not an appropriate evaluation measure for imbalanced datasets, because...
Cheng G. Weng, Josiah Poon
ACL
2006
15 years 4 months ago
Training Conditional Random Fields with Multivariate Evaluation Measures
This paper proposes a framework for training Conditional Random Fields (CRFs) to optimize multivariate evaluation measures, including non-linear measures such as F-score. Our prop...
Jun Suzuki, Erik McDermott, Hideki Isozaki
CCR
2010
110views more  CCR 2010»
15 years 3 months ago
Measurement lab: overview and an invitation to the research community
Measurement Lab (M-Lab) is an open, distributed server platform for researchers to deploy active Internet measurement tools. The goal of M-Lab is to advance network research and e...
Constantine Dovrolis, P. Krishna Gummadi, Aleksand...
CCR
2005
88views more  CCR 2005»
15 years 3 months ago
DIMES: let the internet measure itself
Today's Internet maps, which are all collected from a small number of vantage points, are falling short of being accurate. We suggest here a paradigm shift for this task. DIM...
Yuval Shavitt, Eran Shir
ICASSP
2010
IEEE
15 years 1 months ago
A short-time objective intelligibility measure for time-frequency weighted noisy speech
Existing objective speech-intelligibility measures are suitable for several types of degradation, however, it turns out that they are less appropriate for methods where noisy spee...
Cees H. Taal, Richard C. Hendriks, Richard Heusden...