Fuzzy Modeling Library (FMLib)

Introduction

This page aims at providing to the fuzzy modeling researchers a set of benchmarks to analyze the behavior of learning methods.


Available Data Sets

Real-world problems:
  • ele1-2-495: Estimation of the low voltage electrical line length in rural towns. 2 input variables, 495 examples.
  • ele2-4-1056: Estimation of the medium voltage electrical line maintenance cost in towns. 4 input variables, 1056 examples.
Laboratory problems:
  • fun1-2-1681: Three-dimensional surface F1. 2 input variables, 1681 training examples.
  • fun2-2-674: Three-dimensional surface F2. 2 input variables, 694 training examples.
  • fun3-2-1089: Three-dimensional surface F3. 2 input variables, 1089 training examples.
  • fun4-2-1681: Three-dimensional surface F4. 2 input variables, 1681 training examples.


Collecting Data Sets

If you have some example data sets and you would like to share them with the rest of the fuzzy community by means of this page, please be so kind as to send your data to us (Jorge Casillas) with the following information:

  • People answerable for the data (full name, affiliation, e-mail, web page, ...).
  • Training and test data sets considered, preferably in ASCII format.
  • A brief description of the application.
  • References where it is used.
  • Results (no. of rules, no. of labels, MSE on training, MSE on test, ...) obtained by the methods proposed by the authors or used for comparison.
  • Type of experiment developed.
  • Any additional useful information.


Collecting Results

If you have applied your methods to some of the problems presented here we will be glad of showing your results in this page. Please be so kind as to send the following information to us (Jorge Casillas):

  • Name of the application considered and type of experiment developed.
  • Results (no. of rules, no. of labels, MSE on training, MSE on test, ...) obtained by the methods proposed by the authors or used for comparison.
  • References where the results are shown.
  • Any additional useful information.


Contact Us

If you are interested on being informed of each update made in this page or you would like to comment on it, please contact Jorge Casillas.


Fuzzy Modeling Library (FMLib)

© Jorge Casillas