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Abstract: In propositional domains, using a separate test set via random sampling or cross validation is generally considered to be an unbiased estimator of true error. In multirelational domains, previous work has already noted that linkage of objects may cause these procedures to be biased, and has proposed corrected sampling procedures. (Update)
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BibTeX entry: (Update)
@misc{ rner-biasfree,
author = "Christine Körner and Stefan Wrobel",
title = "Bias-free Hypothesis Evaluation in Multirelational Domains",
url = "citeseer.ist.psu.edu/735883.html" }
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