291 search results - page 1 / 59 » Reliability estimation of a statistical classifier |
PRL
2008
13 years 4 months ago
2008
Pattern classification techniques derived from statistical principles have been widely studied and have proven powerful in addressing practical classification problems. In real-wo...
JMLR
2008
13 years 4 months ago
2008
In this paper, the naive credal classifier, which is a set-valued counterpart of naive Bayes, is extended to a general and flexible treatment of incomplete data, yielding a new cl...
NLPRS
2001
Springer
13 years 9 months ago
2001
Springer
DAC
1998
ACM
14 years 5 months ago
1998
ACM
Statistical analysis of bug discovery data is used in the software industry to check the quality of the testing process and estimate the reliability of the tested program. In this...
ICML
2001
IEEE
14 years 5 months ago
2001
IEEE
This work is concerned with the estimation of a classifier's accuracy. We first review some existing methods for error estimation, focusing on cross-validation and bootstrap,...