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Conformal Prediction for Reliable Machine Learning
book

Conformal Prediction for Reliable Machine Learning

by Vineeth Balasubramanian, Shen-Shyang Ho, Vladimir Vovk
April 2014
Intermediate to advanced
334 pages
10h 40m
English
Morgan Kaufmann
Content preview from Conformal Prediction for Reliable Machine Learning
image

The prediction set output by Tukey’s tolerance predictor is kλSkimage.

Let us check that this definition is equivalent, under Tukey’s assumption, to the one given earlier. Define β1,,βnimage, where nl+1image, in any way such that every βi,iγimage, is greater than ...

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Publisher Resources

ISBN: 9780123985378