Exploratory Analysis of Benchmark Experiments -- An Interactive Approach

Eugster, Manuel J. A. and Leisch, Friedrich (2009): Exploratory Analysis of Benchmark Experiments -- An Interactive Approach. Department of Statistics: Technical Reports, No.56

Abstract

The analysis of benchmark experiments consists in a large part of exploratory methods, especially visualizations. In Eugster et al. [2008] we presented a comprehensive toolbox including the bench plot. This plot visualizes the behavior of the algorithms on the individual drawn learning and test samples according to specific performance measures. In this paper we show an interactive version of the bench plot can easily uncover details and relations unseen with the static version.

• Item Type: Paper (Technical Report)
• Keywords: Benchmark experiment, Visualization, Interactive data analysis
• Subjects: Mathematics, Computer Science and Statistics > Statistics > Technical Reports
• Dewey Classification: 300 Social sciences > 310 General statistics
• Language: English