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» An Analysis of Rule Evaluation Metrics
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ICML
2003
IEEE
14 years 5 months ago
An Analysis of Rule Evaluation Metrics
In this paper we analyze the most popular evaluation metrics for separate-and-conquer rule learning algorithms. Our results show that all commonly used heuristics, including accur...
Johannes Fürnkranz, Peter A. Flach
ICALT
2010
IEEE
13 years 3 months ago
Course Ranking and Automated Suggestions through Web Mining
—This paper introduces new metrics for course evaluation. It is also proposes a ranking algorithm that classifies courses based on the previous course evaluation metrics and sugg...
Stavros Valsamidis, Ioannis Kazanidis, Sotirios Ko...
AINA
2009
IEEE
13 years 11 months ago
Quantitative Evaluation of Software Quality Metrics in Open-Source Projects
The validation of software quality metrics lacks statistical significance. One reason for this is that the data collection requires quite some effort. To help solve this problem,...
Henrike Barkmann, Rüdiger Lincke, Welf Lö...
SDM
2009
SIAM
154views Data Mining» more  SDM 2009»
14 years 2 months ago
AMORI: A Metric-Based One Rule Inducer.
The requirements of real-world data mining problems vary extensively. It is plausible to assume that some of these requirements can be expressed as application-specific performan...
Niklas Lavesson, Paul Davidsson
CHI
2003
ACM
14 years 5 months ago
Metrics for text entry research: an evaluation of MSD and KSPC, and a new unified error metric
We describe and identify shortcomings in two statistics recently introduced to measure accuracy in text entry evaluations: the minimum string distance (MSD) error rate and keystro...
R. William Soukoreff, I. Scott MacKenzie