Defensive Forecast for Conformal Bounded Regression - Artificial Intelligence Applications and Innovations
Conference Papers Year : 2013

Defensive Forecast for Conformal Bounded Regression

Abstract

The paper considers a conformal prediction method for bounded regression task. A predictor was based on the Defensive Forecast algorithm and has been applied for a medical prognostic problem. These empirical results are compared and discussed.

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Computer Science [cs]
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Submitted on : Tuesday, February 7, 2017-1:05:47 PM

Last modification on : Friday, August 27, 2021-12:26:06 PM

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hal-01459633 , version 1 (07-02-2017)

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Ilia Nouretdinov, Alexander Lebedev. Defensive Forecast for Conformal Bounded Regression. 9th Artificial Intelligence Applications and Innovations (AIAI), Sep 2013, Paphos, Greece. pp.384-393, ⟨10.1007/978-3-642-41142-7_39⟩. ⟨hal-01459633⟩

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