Table 6. Confusion matrix for Seeds data set.
MulticlusterKDE | K-means | PdfCluster | |||||||
---|---|---|---|---|---|---|---|---|---|
Varieties | C1 | C2 | C3 | C1 | C2 | C3 | C1 | C2 | C3 |
Kama | 60 | 1 | 9 | 60 | 1 | 9 | 59 | 3 | 8 |
Rosa | 4 | 65 | 1 | 10 | 60 | 0 | 4 | 66 | 0 |
Canadian | 8 | 0 | 62 | 2 | 0 | 68 | 3 | 0 | 67 |
K-medoids | CLARA | DBSCAN | |||||||
C1 | C2 | C3 | C1 | C2 | C3 | C1 | C2 | C3 | |
Kama | 57 | 1 | 12 | 60 | 2 | 8 | 69 | 0 | 1 |
Rosa | 10 | 60 | 0 | 9 | 61 | 0 | 51 | 19 | 0 |
Canadian | 0 | 0 | 70 | 4 | 0 | 66 | 39 | 0 | 31 |