The International Journal of Fuzzy Logic and Intelligent Systems

eISSN 2093-744X
pISSN 1598-2645

Results of data reduction without considering the data label (KDDCup99)

Parameters of DBSCAN Reduction data (%) Number of data
Not using DBSCAN 0 25,192
MinPts=10; Eps=0.1; MinNeighborhood=0.05 5 23,932
MinPts=10; Eps=0.1; MinNeighborhood=0.3 20 20,154
MinPts=10; Eps=0.25; MinNeighborhood=0.28 30 17,634
MinPts=40; Eps=0.6; MinNeighborhood=0.6 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
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