158 search results - page 18 / 32 » Prediction of Ordinal Classes Using Regression Trees |
JMLR
2010
14 years 6 months ago
2010
This paper introduces a Bayesian algorithm for constructing predictive models from data that are optimized to predict a target variable well for a particular instance. This algori...
115
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ESEM
2007
ACM
15 years 3 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...
ESEM
2008
ACM
15 years 1 months ago
2008
ACM
Code churn, the amount of code change taking place within a software unit over time, has been correlated with fault-proneness in software systems. We investigate the use of code c...
113
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BMCBI
2011
14 years 3 months ago
2011
Background: Intrinsically disordered proteins play important roles in various cellular activities and their prevalence was implicated in a number of human diseases. The knowledge ...
111
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JMS
2010
14 years 10 months ago
2010
This work studies the impact of using dynamic information as features in a machine learning algorithm for the prediction task of classifying critically ill patients in two classes ...