Decision Tree Pruning Using Expert Knowledge

Name: Decision Tree Pruning Using Expert Knowledge
Brand: VDM Verlag Dr. Mueller E.K.
SKU: 9783836491556
Price: 289.03 PLN
Availability: InStock

Cost-sensitive Pruning

Autor: Jingfeng Cai

Język:

Oprawa: Miękka

Wydawca: VDM Verlag Dr. Mueller E.K.

Dostępność: Dostępna u dostawcy

Wysyłamy za 8-11 dni

289.03 zł

Decision tree technology has proven to be a valuable way of capturing human decision making within a...

Informacje o książce

Autor

Jingfeng Cai

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2008

strony

236

EAN

9783836491556

ISBN

3836491559

Enbook ID

06901449

Wydawca

VDM Verlag Dr. Mueller E.K.

Waga

322

Wymiary

152 x 229 x 13

Pełny opis

Decision tree technology has proven to be a valuable way of capturing human decision making within a computer. How to prune the decision tree is one of the research directions of the decision tree technique, but the idea of cost-sensitive pruning has received much less attention than other pruning techniques even though additional flexibility and increased performance can be obtained from this method. This dissertation reports on a study of cost-sensitive methods for decision tree pruning. A decision tree pruning algorithm called KBP1.0, which includes four cost-sensitive methods, is developed. The intelligent inexact classification is used for first time in KBP1.0 to prune the decision tree. Using expert knowledge in decision tree pruning is discussed for the first time. By comparing the cost-sensitive pruning methods in KBP1.0 with other traditional pruning methods on benchmark data sets, the advantage and disadvantage of cost-sensitive methods in KBP1.0 have been summarized. This research will enhance our understanding of the theory, design and implementation of decision tree pruning using expert knowledge.

Możesz być zainteresowany

Klienci, którzy kupili tę książkę, kupili również

Najczęściej wyszukiwane

Categories

Authors

Publishers

Produkty

Produkty

Najczęściej wyszukiwane

Categories

Authors

Publishers

Produkty

Produkty

Decision Tree Pruning Using Expert Knowledge

Cost-sensitive Pruning

Informacje o książce

Pełny opis

Możesz być zainteresowany

Klienci, którzy kupili tę książkę, kupili również