Stabilized Nearest Neighbor Classifier and its Statistical Propertiess
Stabilized Nearest Neighbor Classifier and its Statistical Propertiess
About this item
Full title
Stabilized Nearest Neighbor Classifier and its Statistical Propertiess
Author / Creator
Publisher
Taylor & Francis Group,LLC
Journal title
Journal of the American Statistical Association, 2016-09, Vol.111 (515), p.1254-1265
Language
English
Formats
Publication information
Publisher
Taylor & Francis Group,LLC
Subjects
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Scope and Contents
Contents
The stability of statistical analysis is an important indicator for reproducibility, which is one main principle of the scientific method. It entails that similar statistical conclusions can be reached based on independent samples from the same underlying population. In this article, we introduce a general measure of classification instability (CIS...
Alternative Titles
Full title
Stabilized Nearest Neighbor Classifier and its Statistical Propertiess
Authors, Artists and Contributors
Author / Creator
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Primary Identifiers
Record Identifier
TN_cdi_jstor_primary_45028366
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_jstor_primary_45028366
Other Identifiers
ISSN
0162-1459
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