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Defensive Forecast for Conformal Bounded Regression

Ilia Nouretdinov 1 Alexander Lebedev 2 
1 RHUL - Royal Holloway [University of London]
2 Stavanger University Hospital
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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IFIP | IFIP-AICT | IFIP-TC | IFIP-WG | IFIP-TC12 | IFIP-AIAI | IFIP-WG12-5 | IFIP-AICT-412

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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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