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Regression Ensemble with Linguistic Descriptions

2018; Springer Nature; Linguagem: Inglês

10.1007/978-3-319-97547-4_19

2194-5357

Jiří Kupka, Pavel Rusnok,

Rough Sets and Fuzzy Logic

In this contribution, we present a brief presentation of a method which allows automatically to create an ensemble of regression techniques and compare this method to standard approaches. This is done with the help of mined linguistic rule base which is further used by advanced Perception-based Logical Deduction. As a possible side effect, we can obtain a linguistic description of the evaluative process.