FID - fuzzy Decision Tree

janikow (janikow@radom.cs.umsl.edu)
Sun, 16 Nov 1997 23:59:03 +0100 (MET)

FID is a program which generates a fuzzy-logic based decision tree from fuzzy
data. The tree can then be used to classify data with unknown classification
using several different methods of inference.

FID2.0

Key Features
fuzzy-set based inferences
exemplar-based inferences
fuzzifying unrecognizable data until classified
ability to select best norms
processing nominal, fuzzy, and ordered-symbolic data
ability to deal with missing data in training and classification
ability to deal with mixed descriptions (linguistic terms,
numeric values, nominal values, and unknown marks

Under construction:
FID3.0
Key addition: preprocessor to automatically build fuzzy sets
over numerical domains (data-driven)

More info:
http://laplace.cs.umsl.edu/~janikow/fid
or follow the FID link from my personal web page (see below).

Sincerely,

Cezary Z. Janikow Department of Math and CS, CCB319
tel (314) 516-6352 UMSL
fax (314) 516-5400 St. Louis, MO 63121
mailto:janikow@arch.cs.umsl.edu
http://www.cs.umsl.edu/Faculty/janikow
ftp://radom.cs.umsl.edu