TY - JOUR
T1 - Lazy classification algorithms based on deterministic and inhibitory dicision rules
AU - Delimata, Pawel
AU - Moshkov, Mikhail Ju
AU - Skowron, Andrzej
AU - Suraj, Zbigniew
N1 - Generated from Scopus record by KAUST IRTS on 2023-09-21
PY - 2009/1/1
Y1 - 2009/1/1
N2 - In this chapter, we consider the same classification problem as in Chaps. 5 and 6: for a given decision table T and a new object v it is required to generate a value of the decision attribute on v using values of conditional attributes on v. We compare two lazy [1] classification algorithms based on deterministic and inhibitory decision rules of the forms (a1(x) = b1) ∧...∧ (at(x) = bt) → d(x) = b, respectively, where a1,..., at are conditional attributes, b1,..., bt are values of these attributes, d is the decision attribute and b is a value of d. By Dec (T) we denote the set of values of the decision attribute d. © 2009 Springer-Verlag Berlin Heidelberg.
AB - In this chapter, we consider the same classification problem as in Chaps. 5 and 6: for a given decision table T and a new object v it is required to generate a value of the decision attribute on v using values of conditional attributes on v. We compare two lazy [1] classification algorithms based on deterministic and inhibitory decision rules of the forms (a1(x) = b1) ∧...∧ (at(x) = bt) → d(x) = b, respectively, where a1,..., at are conditional attributes, b1,..., bt are values of these attributes, d is the decision attribute and b is a value of d. By Dec (T) we denote the set of values of the decision attribute d. © 2009 Springer-Verlag Berlin Heidelberg.
UR - http://link.springer.com/10.1007/978-3-540-85638-2_8
UR - http://www.scopus.com/inward/record.url?scp=51849136855&partnerID=8YFLogxK
U2 - 10.1007/978-3-540-85638-2_8
DO - 10.1007/978-3-540-85638-2_8
M3 - Article
SN - 1860-949X
VL - 163
JO - Studies in Computational Intelligence
JF - Studies in Computational Intelligence
ER -