๐”– Bobbio Scriptorium
โœฆ   LIBER   โœฆ

A Survey of Evolutionary Algorithms for Decision-Tree Induction

โœ Scribed by Barros, R.C.; Basgalupp, M.P.; de Carvalho, A.C.P.L.F.; Freitas, A.A.

Book ID
119821115
Publisher
IEEE
Year
2012
Tongue
English
Weight
796 KB
Volume
42
Category
Article
ISSN
1094-6977

No coin nor oath required. For personal study only.

๐Ÿ“œ SIMILAR VOLUMES

An evolutionary algorithm for constructi
An evolutionary algorithm for constructing a decision forest: Combining the classification of disjoints decision trees
โœ Lior Rokach ๐Ÿ“‚ Article ๐Ÿ“… 2008 ๐Ÿ› John Wiley and Sons ๐ŸŒ English โš– 232 KB

Decision forest is an ensemble classification method that combines multiple decision trees to in a manner that results in more accurate classifications. By combining multiple heterogeneous decision trees, decision forest is effective in mitigating noise that is often prevalent in real-world classifi

A mass assignment based ID3 algorithm fo
A mass assignment based ID3 algorithm for decision tree induction
โœ J. F. Baldwin; J. Lawry; T. P. Martin ๐Ÿ“‚ Article ๐Ÿ“… 1997 ๐Ÿ› John Wiley and Sons ๐ŸŒ English โš– 243 KB

A mass assignment based ID3 algorithm for learning probabilistic fuzzy decision trees is introduced. Fuzzy partitions are used to discretize continuous feature universes and to reduce complexity when universes are discrete but with large cardinalities. Furthermore, the fuzzy partitioning of classifi