The reliability of analogy-based prediction

被引：1
|
作者：
D. V. Vinogradov
机构：
[1] Russian Academy of Sciences,Federal Research Center Computer Science and Control
[2] Russian State University for the Humanities,undefined
来源：
Automatic Documentation and Mathematical Linguistics | 2017年 / 51卷 / 4期
关键词：
similarity; coupling Markov chain; lower half-space; and resampling;
D O I：
10.3103/S0005105517040033
中图分类号：
学科分类号：
摘要：
This paper is focused on choosing a sufficient number of runs of a coupling Markov chain that makes it possible to generate, with a high confidence level, hypotheses such that at least one of them is inserted into any test example with high probability of positive prediction. The proposed technique is based on the Vapnik–Chervonenkis resampling method.
引用
收藏
页码：191 / 195
页数：4
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