TY  - JOUR
TT  - EXAMINING THE AFFECTS OF SCORING METRICS ON BAYESIAN NETWORKS STRUCTURE LEARNING
AU  - Dünder, Emre
AU  - Cengiz, Mehmet Ali
AU  - Gümüştekin, Serpil
PY  - 2015
DA  - May
JF  - International Anatolia Academic Online Journal Sciences Journal
JO  - IAAOJ
PB  - Abdülkadir IŞIK
WT  - DergiPark
SN  - 2148-3183
SP  - 0
EP  - 0
VL  - 3
IS  - 1
KW  - Bayesci Ağlar
KW  - Yapı Öğrenme
KW  - Skorlama Ölçütleri
KW  - Skor Tabanlı Algoritmalar
KW  - Karma Algoritmalar
N2  - The scoring metrics directly affect the performance of the constructed Bayesian network structure. In this study we investigated the affects of different scoring metrics on Bayesian network structure using score based and hybrid algorithms. By using Alarm data set we compared four different scoring metrics with applying three Bayesian network structure learning algorithms. According to obtained results, the structures which constructed with Akaike information criteria (AIC) and Bayesian information criteria (BIC) gives better results according to Bayesian Dirichlet equalivance and K2 scoring metrics
UR  - https://dergipark.org.tr/tr/pub/iaaojf/issue//356061
L1  - https://dergipark.org.tr/tr/download/article-file/367788
ER  -