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Decision making and Feature reduction through Rough Sets

Name: Decision making and Feature reduction through Rough Sets
Brand: VDM Verlag
SKU: 9783639328011
Price: 48.32 EUR
Availability: InStock

Autor: Ayesha Butalia

Jazyk:

Väzba: Brožovaná

Vydavateľ: VDM Verlag

Dostupnosť: U vydavateľa na objednávku

Odosielame za 17-27 dní

48.32 €

The issues of Real World are Very large data sets, Mixed types of data, Uncertainty, Incompleteness,...

Informácie o knihe

Autor

Ayesha Butalia

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2011

Stránok

EAN

9783639328011

ISBN

3639328019

Enbook ID

06839539

Vydavateľ

VDM Verlag

Hmotnosť

141

Rozmery

152 x 229 x 5

Kompletný popis

The issues of Real World are Very large data sets, Mixed types of data, Uncertainty, Incompleteness, Data change, Use of background knowledge etc. Lot of knowledge related to the application can be enerated through these large data sets. Rough set is the methodology which can be used to deduce rules from these data sets. It offers mathematical tools to discover patterns hidden in data and hence used in the field of data mining. Rough Sets does not require any preliminary information as Fuzzy sets require membership values or probability is required in statistics. Hence this is its specialty. Two novel algorithms to find optimal Reducts of condition attributes based on the relative attribute dependency, out of which the first algorithms gives simple Reduct whereas the second one gives the Reduct with minimum attributes, and highlights on the case study of mushroom which consists of twenty two attributes depending on which the decision is taken whether the mushroom plant is edible or poisonous.

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Decision making and Feature reduction through Rough Sets

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