Clustered by feature linear regression on data with real value

The authors offer a linear regression modification, based on preset clustering by char. value. Approbation of this method with some real-valued features databases showed highly better results, in comparison with the classical linear regression. The fuzzy sets method was applied to generate discrete features from the real ones.