MIT Press
Neural Computation
,  том 12 ,  издание 2 ,  страницы 305-311

Improving the Practice of Classifier Performance Assessment

Тип публикации: Journal Article
Дата публикации: 2000-02-01
MIT Press
scimago Q1
wos Q3
БС1
SJR: 0.829
CiteScore: 5.6
Impact factor: 2.1
ISSN: 08997667, 1530888X
Cognitive Neuroscience
Arts and Humanities (miscellaneous)
Краткое описание

In this note we use examples from the literature to illustrate some poor practices in assessing the performance of supervised classification rules, and we suggest guidelines for better methodology. We also describe a new assessment criterion that is suitable for the needs of many practical problems.

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Adams N. M., Hand D. J. Improving the Practice of Classifier Performance Assessment // Neural Computation. 2000. Vol. 12. No. 2. pp. 305-311.
ГОСТ со всеми авторами (до 50) Скопировать
Adams N. M., Hand D. J. Improving the Practice of Classifier Performance Assessment // Neural Computation. 2000. Vol. 12. No. 2. pp. 305-311.
RIS |
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TY - JOUR
DO - 10.1162/089976600300015808
UR - https://doi.org/10.1162/089976600300015808
TI - Improving the Practice of Classifier Performance Assessment
T2 - Neural Computation
AU - Adams, N. M.
AU - Hand, D. J.
PY - 2000
DA - 2000/02/01
PB - MIT Press
SP - 305-311
IS - 2
VL - 12
PMID - 10636944
SN - 0899-7667
SN - 1530-888X
ER -
BibTex |
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@article{2000_Adams,
author = {N. M. Adams and D. J. Hand},
title = {Improving the Practice of Classifier Performance Assessment},
journal = {Neural Computation},
year = {2000},
volume = {12},
publisher = {MIT Press},
month = {feb},
url = {https://doi.org/10.1162/089976600300015808},
number = {2},
pages = {305--311},
doi = {10.1162/089976600300015808}
}
MLA
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Adams, N. M., and D. J. Hand. “Improving the Practice of Classifier Performance Assessment.” Neural Computation, vol. 12, no. 2, Feb. 2000, pp. 305-311. https://doi.org/10.1162/089976600300015808.