|
Title:
|
KEEL A DATA MINING TOOL: ANALYSIS WITH GENETIC
|
|
Author:
|
Manju Narwal , Ms. Pooja Mittal
|
|
Keywords:
|
Genetic programming, Data mining, Evolutionary algorithms, Experimental design, Graphical programming, Java Knowledge extraction, Machine learning.
|
|
Abstract:
|
This work is related to the KEEL (Knowledge Extraction based on Evolutionary Learning) tool, an open source software that supports data management and provides a platform for the analysis of evolutionary learning for Data Mining problems of different kinds including as regression, classification, unsupervised learning. It includes a big collection of evolutionary learning algorithms based on different approaches: Pittsburgh, Michigan. It empowers the user to perform complete analysis of any genetic fuzzy system in comparison to existing ones, with a statistical test module for comparison.
|
|
Download Paper:
|
|
|