The International Journal of Fuzzy Logic and Intelligent Systems

eISSN 2093-744X
pISSN 1598-2645

Results of data reduction without considering the data label (Kaggle)

Parameters of DBSCAN Reduction data (%) Number of data
Not using DBSCAN 0 25,192
MinPts=170; Eps=0.1; MinNeighborhood=0.05 5 23,932
MinPts=40; Eps=0.5; MinNeighborhood=0.05 20 20,154
MinPts=40; Eps=0.8; MinNeighborhood=0.5 30 17,634
MinPts=100; Eps=1.0; MinNeighborhood=0.8 49 12,848
MinPts=115; Eps=1.2; MinNeighborhood=0.8 60 10,080
MinPts=125; Eps=1.5; MinNeighborhood=1 80 5,040
International Journal of Fuzzy Logic and Intelligent Systems 2021;21:189~203 https://doi.org/10.5391/IJFIS.2021.21.2.189
© IJFIS
Copyright © The Korean Institute of Intelligent Systems. / Powered by INFOrang Co., Ltd