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ICML
1998
IEEE
14 years 10 months ago
The Case against Accuracy Estimation for Comparing Induction Algorithms
We analyze critically the use of classi cation accuracy to compare classi ers on natural data sets, providing a thorough investigation using ROC analysis, standard machine learnin...
Foster J. Provost, Tom Fawcett, Ron Kohavi
ICC
2007
IEEE
119views Communications» more  ICC 2007»
14 years 4 months ago
Antenna Array Processing in Fading and Interference: An Interference-Cancellation vs. Diversity Comparative Performance
— We provide a comparative performance of two different array processing techniques in a wireless system with multiple receive antennas in fading channels with co-channel interfe...
Juan M. Romero-Jerez, Andrea J. Goldsmith
ICDM
2002
IEEE
188views Data Mining» more  ICDM 2002»
14 years 2 months ago
A Comparative Study of RNN for Outlier Detection in Data Mining
We have proposed replicator neural networks (RNNs) as an outlier detecting algorithm [15]. Here we compare RNN for outlier detection with three other methods using both publicly a...
Graham J. Williams, Rohan A. Baxter, Hongxing He, ...
SSDBM
1994
IEEE
108views Database» more  SSDBM 1994»
14 years 1 months ago
Comparative Multivariate Visualization Across Conceptually Different Graphic Displays
To extend the scope of multivariate data visualization, the notion of comparative visualization is introduced: it allows the comparison of visualization methods by interconnecting...
Claudia Schmid, Hans Hinterberger
AIIDE
2007
14 years 4 days ago
A Comparative Analysis of Story Representations for Interactive Narrative Systems
Interactive narrative is a blossoming field, with new systems and approaches being developed each year. However, despite this burgeoning array of designs, little work has been don...
Brian Magerko