PNrule: A new framework for learning classifier models in data mining (a case-study in network intrusion detection (2000)
by
Ramesh Agarwal
,
Mahesh V. Joshi
| Venue: | IBM Research Report, Computer Science/Mathematics |
| Citations: | 21 - 1 self |
BibTeX
@TECHREPORT{Agarwal00pnrule:a,
author = {Ramesh Agarwal and Mahesh V. Joshi},
title = {PNrule: A new framework for learning classifier models in data mining (a case-study in network intrusion detection},
institution = {IBM Research Report, Computer Science/Mathematics},
year = {2000}
}
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Abstract
Learning classifier models is an important problem in data mining. Observations from the real world are often recorded as a set of records, each characterized by multiple attributes. Associated with each record is a categorical attribute called class. Given a training set of records with known class labels, the problem is to
