eISSN 2093-744X
pISSN 1598-2645
pISSN 1598-2645
Results of data reduction by considering labels (Kaggle)
| Reduction data (%) | Normal | Anomaly | Total number of data | ||
|---|---|---|---|---|---|
| Parameter | N | Parameter | N | ||
| 0 | - | 13,449 | - | 11,743 | 25,192 |
| 5 | MinPts=200; Eps=0.05; MinNeighborhood=0.05 | 12,818 | MinPts=120; Eps=0.1; MinNeighborhood=0.05 | 11,183 | 24,001 |
| 20 | MinPts=30; Eps=0.1; MinNeighborhood=0.1 | 10,812 | MinPts=70; Eps=0.1; MinNeighborhood=0.05 | 9,431 | 20,243 |
| 30 | MinPts=10; Eps=0.1; MinNeighborhood=0.05 | 9,424 | MinPts=50; Eps=0.1; MinNeighborhood=0.05 | 8,355 | 17,779 |
| 49 | MinPts=180; Eps=1.5; MinNeighborhood=0.1 | 6,663 | MinPts=10; Eps=0.1; MinNeighborhood=0.05 | 6,005 | 12,668 |
| 60 | MinPts=200; Eps=1.5; MinNeighborhood=0.1 | 5,845 | MinPts=8; Eps=0.08; MinNeighborhood=0.05 | 4,075 | 9,920 |
| 80 | MinPts=230; Eps=1.8; MinNeighborhood=0.2 | 2,851 | MinPts=5; Eps=0.08; MinNeighborhood=0.05 | 2,161 | 5,012 |
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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