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Decision and Inhibitory Trees and Rules for Decision Tables with Many-valued Decisions (Hardcover, 1st ed. 2020)
Loot Price: R2,819
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Decision and Inhibitory Trees and Rules for Decision Tables with Many-valued Decisions (Hardcover, 1st ed. 2020)
Series: Intelligent Systems Reference Library, 156
Expected to ship within 10 - 15 working days
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The results presented here (including the assessment of a new tool
- inhibitory trees) offer valuable tools for researchers in the
areas of data mining, knowledge discovery, and machine learning,
especially those whose work involves decision tables with
many-valued decisions. The authors consider various examples of
problems and corresponding decision tables with many-valued
decisions, discuss the difference between decision and inhibitory
trees and rules, and develop tools for their analysis and design.
Applications include the study of totally optimal (optimal in
relation to a number of criteria simultaneously) decision and
inhibitory trees and rules; the comparison of greedy heuristics for
tree and rule construction as single-criterion and bi-criteria
optimization algorithms; and the development of a restricted
multi-pruning approach used in classification and knowledge
representation.
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