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AUSAI
2008
Springer
15 years 8 months ago
Practical Bias Variance Decomposition
Abstract. Bias variance decomposition for classifiers is a useful tool in understanding classifier behavior. Unfortunately, the literature does not provide consistent guidelines on...
Remco R. Bouckaert
CDVE
2008
Springer
191views Visualization» more  CDVE 2008»
15 years 8 months ago
Applying Web 2.0 Design Principles in the Design of Cooperative Applications
Abstract. "Web 2.0" is a term frequently mentioned in media - apparently, applications such as Wikipedia, Social Network Services, Online Shops with integrated recommende...
Niels Pinkwart
CEC
2008
IEEE
15 years 8 months ago
Creature Academy: A system for virtual creature evolution
In this paper, we present Creature Academy, a virtual laboratory that allows for the evolution of form and function within simulated physical 3D environments. Creature Academy can ...
Marcin L. Pilat, Christian Jacob
ECAI
2006
Springer
15 years 8 months ago
Calibrating Probability Density Forecasts with Multi-Objective Search
Abstract. In this paper, we show that the optimization of density forecasting models for regression in machine learning can be formulated as a multi-objective problem. We describe ...
Michael Carney, Padraig Cunningham
ECLIPSE
2005
ACM
15 years 8 months ago
Study of novice programmers using Eclipse and Gild
In this paper we discuss a pilot user study that compares the use of two integrated development environments (IDEs), Eclipse and Gild, by novice programmers. Gild is a perspective...
Peter C. Rigby, Suzanne Thompson