eISSN 2093-744X
pISSN 1598-2645
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
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