989 search results - page 11 / 198 » Classification and regression trees |
108
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ICMLA
2008
14 years 11 months ago
2008
When using the output of classifiers to calculate the expected utility of different alternatives in decision situations, the correctness of predicted class probabilities may be of...
ISMIS
2003
Springer
15 years 2 months ago
2003
Springer
In this paper we tackle the problem of simplifying tree-based regression models, called model trees, which are characterized by two types of internal nodes, namely regression nodes...
101
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ESEM
2007
ACM
15 years 1 months ago
2007
ACM
The goal of this paper is to improve the prediction performance of fault-prone module prediction models (fault-proneness models) by employing over/under sampling methods, which ar...
ICPR
2008
IEEE
15 years 11 months ago
2008
IEEE
Head pose estimation has many useful applications in practice. How to estimate the head pose automatically and robustly is still a challenging problem. In pose estimation, differe...
ESEM
2007
ACM
15 years 1 months ago
2007
ACM
In this paper, we experimentally evaluated the effect of outlier detection methods to improve the prediction performance of fault-proneness models. Detected outliers were removed ...