Highly Influenced

# Evaluation of prediction reliability in regression using the transduction principle

@inproceedings{Bosnic2003EvaluationOP, title={Evaluation of prediction reliability in regression using the transduction principle}, author={Zoran Bosnic and Igor Kononenko and Marko Robnik-Sikonja and Matjaz Kukar}, year={2003} }

- Published 2003

In machine learning community there are many efforts to improve overall reliability of predictors measured as an error on the testing set. But in contrast, very little research has been done concerning prediction reliability of a single answer. This article describes an algorithm that can be used for evaluation of prediction reliability in regression. The basic idea of the algorithm is based on construction of transductive predictors. Using them, the algorithm makes inference from the… CONTINUE READING

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