Table 2. Confusion matrix for Iris data set.
MulticlusterKDE | K-means | PdfCluster | |||||||
---|---|---|---|---|---|---|---|---|---|
Variety | C1 | C2 | C3 | C1 | C2 | C3 | C1 | C2 | C3 |
Setosa | 50 | 0 | 0 | 50 | 0 | 0 | 50 | 0 | 0 |
Versicolour | 0 | 50 | 0 | 0 | 48 | 2 | 0 | 46 | 4 |
Virginica | 0 | 7 | 43 | 0 | 14 | 36 | 0 | 13 | 37 |
K-medoids | CLARA | DBSCAN | |||||||
C1 | C2 | C3 | C1 | C2 | C3 | C1 | C2 | C3 | |
Setosa | 50 | 0 | 0 | 50 | 0 | 0 | 46 | 0 | 4 |
Versicolour | 0 | 48 | 2 | 0 | 48 | 2 | 0 | 37 | 13 |
Virginica | 0 | 14 | 36 | 0 | 13 | 37 | 0 | 5 | 45 |