"5"^^ . "RIV/62690094:18450/00:5503!RIV/2001/MSM/184501/N" . "Brno" . . . . "1"^^ . "Classification Using Genetic Programming"@en . . "706927" . "Vysok\u00E9 u\u010Den\u00ED technick\u00E9 v Brn\u011B" . . "Hynek, Josef" . . "genetic programming;classification;decision trees"@en . "Classification Using Genetic Programming" . . "71" . "[FB7D07AE732F]" . "Hynek, Josef" . . "18450" . . . "1"^^ . . "Z(MSM 184500001)" . "The aim of the paper is to demonstrate that genetic programming can be very easily exploited for induction of decision trees. Moreover, we show that by a proper selection of fitness function we can quite simply influence the process of decision trees evolution so that simpler (and thus more comprehensible) decision trees are preferred. To demonstrate the power of genetic programming in this area and to bring out some results the well-known iris classification example is utilised. Our results are then compared with the ones acquired on the same data set using commonly available commercial products." . . "Proc. of the 6th International Conference on Soft Computing" . "The aim of the paper is to demonstrate that genetic programming can be very easily exploited for induction of decision trees. Moreover, we show that by a proper selection of fitness function we can quite simply influence the process of decision trees evolution so that simpler (and thus more comprehensible) decision trees are preferred. To demonstrate the power of genetic programming in this area and to bring out some results the well-known iris classification example is utilised. Our results are then compared with the ones acquired on the same data set using commonly available commercial products."@en . "Classification Using Genetic Programming" . "RIV/62690094:18450/00:5503" . . . "80-214-1609-2" . "Classification Using Genetic Programming"@en .