fuzzy decision trees: FS-ID3, a fuzzy variant of the ID3 learning algorithm to create decision trees
fuzzy rule generation: FS-FOIL, a fuzzy variant of Quinlan's FOIL method
cluster descriptions: FS-MINER, a proprietary method to find cluster descriptions
optimization of fuzzy controllers: RENO, a proprietary method, which uses numerical optimization to find computationally accurate and robust fuzzy rules
Ridge Regression: Regression with built-in feature selection.
Unsupervised Analysis
Self-organizing maps: create two-dimensional plots of high dimensional data sets, preprocess large and noisy data sets, recall (one or more) missing values in the data
fuzzy c-means: creates a fuzzy segmentation of the data
Ward clustering: a crisp, agglomerative clustering method
Additional features
Powerful functions for routine tasks
Automated model testing
ODBC Data import
Advanced data visualization
Fuzzy logic (using different types of fuzzy sets and t-norms)
