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A Comparison of Venn Machine with Platt’s Method in Probabilistic Outputs

Chenzhe Zhou 1 Ilia Nouretdinov 1 Zhiyuan Luo 1 Dmitry Adamskiy 1 Luke Randell 2 Nick Coldham 2 Alex Gammerman 1
1 RHUL - Royal Holloway [University of London]
2 AHVLA - Animal Health and Veterinary Laboratories Agency
Abstract : The main aim of this paper is to compare the results of several methods of prediction with confidence. In particular we compare the results of Venn Machine with Platt’s Method of estimating confidence. The results are presented and discussed.
Keywords : Probabilistic Estimation Support Vector Machine Venn Machine
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Chenzhe Zhou, Ilia Nouretdinov, Zhiyuan Luo, Dmitry Adamskiy, Luke Randell, et al.. A Comparison of Venn Machine with Platt’s Method in Probabilistic Outputs. 12th Engineering Applications of Neural Networks (EANN 2011) and 7th Artificial Intelligence Applications and Innovations (AIAI), Sep 2011, Corfu, Greece. pp.483-490, ⟨10.1007/978-3-642-23960-1_56⟩. ⟨hal-01571489⟩

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