20.500.12556/RUL-72389 Učinkovita implementacija odločitvenega drevesa z logistično regresijo v listih diplomsko delo Efficient implementation of decision tree with logistic regression in leaves Namen diplomske naloge je bila implementacija algoritma za gradnjo odločitvenih dreves z logistično regresijo v listih. Ker se takšni algoritmi uporabljajo za analizo športnih tekem, kjer je količina podatkov zelo velika, je največja pomanjkljivost takšnih algoritmov poraba pomnilniškega prostora, ki je potreben za gradnjo modela. V nalogi sta na začetku predstavljena algoritem za gradnjo odločitvenih dreves in algoritem za izdelavo modela logistične regresije. Temu sledi opis algoritma za gradnjo dreves z logistično regresijo v listih, na katerem temelji naša rešitev. Na koncu je predstavljena naša implementacija in rezultati testov. The purpose of this thesis was implementation of an algorithm for building decision trees with logistic regression in the leaves. Since such algorithms are used for sport data analysis, where the amount of data to analyse is large, the biggest drawback of these algorithms is the consumption of computer memory required to build the model. First, an algorithm for building decision trees and an algorithm for building logistic regression models are described. This is followed by a description of an algorithm for building decision trees with logistic regression in the leaves, on which our solution is based. At the end our implementation is presented together with results of the tests. odločitveno drevo logistična regresija decision tree logistic regression true false false [M. Volk] Slovenski jezik Angleški jezik Diplomsko delo/naloga 2015-09-15 12:55:03 2015-09-15 12:55:03 2024-07-31 12:01:05 0000-00-00 00:00:00 2015 0 0 48 str. 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 16230 1536567491 Volk_Martin_-_Ucinkovita_implementacija_odlocitvenega_drevesa_z_logisticno_regresijo_v_listih.pdf Volk_Martin_-_Ucinkovita_implementacija_odlocitvenega_drevesa_z_logisticno_regresijo_v_listih.pdf 1 8EF9A80A5F5292A6A50157DD36CA1F69 df1ccb655c8ba929b3b2f2db52ae3fb109a51d769fb2d5a147cba214f8578d9d 5b0a8ddc-a1ad-11eb-a523-00155dcfd717 20.500.12556/rul/ae44f9ae-b065-4d84-9d8a-4da15ec48336 https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=72429 Fakulteta za računalništvo in informatiko 0 0 0