Interpretation of pattern classification results, obtained from a test set

Nyssen, Edgard. "Interpretation of pattern classification results, obtained from a test set." Kybernetika 34.4 (1998): [443]-446. <http://eudml.org/doc/33375>.

@article{Nyssen1998,
abstract = {The present paper presents and discusses a methodology for interpreting the results, obtained from the application of a pattern classifier to an independent test set. It addresses the problem of testing the random classification null hypothesis in the multiclass case, by introducing an exact probability technique. The discussion of this technique includes the presentation of an interval estimation technique for the probability of correct classification, which is slightly more accurate than the ones described in some statistics textbooks.},
author = {Nyssen, Edgard},
journal = {Kybernetika},
keywords = {pattern classifiers; interval estimation; pattern classifiers; interval estimation},
language = {eng},
number = {4},
pages = {[443]-446},
publisher = {Institute of Information Theory and Automation AS CR},
title = {Interpretation of pattern classification results, obtained from a test set},
url = {http://eudml.org/doc/33375},
volume = {34},
year = {1998},
}

TY - JOUR
AU - Nyssen, Edgard
TI - Interpretation of pattern classification results, obtained from a test set
JO - Kybernetika
PY - 1998
PB - Institute of Information Theory and Automation AS CR
VL - 34
IS - 4
SP - [443]
EP - 446
AB - The present paper presents and discusses a methodology for interpreting the results, obtained from the application of a pattern classifier to an independent test set. It addresses the problem of testing the random classification null hypothesis in the multiclass case, by introducing an exact probability technique. The discussion of this technique includes the presentation of an interval estimation technique for the probability of correct classification, which is slightly more accurate than the ones described in some statistics textbooks.
LA - eng
KW - pattern classifiers; interval estimation; pattern classifiers; interval estimation
UR - http://eudml.org/doc/33375
ER -