Table 12. Confusion matrix for Waveform database (version 1).
MulticlusterKDE | K-means | PdfCluster | |||||||
waveform | C1 | C2 | C3 | C1 | C2 | C3 | C1 | C2 | C3 |
1 | 1392 | 29 | 236 | 824 | 11 | 822 | – | – | – |
2 | 505 | 1085 | 57 | 958 | 689 | 0 | – | – | – |
3 | 65 | 277 | 1354 | 0 | 700 | 996 | – | – | – |
K-medoids | CLARA | DBSCAN | |||||||
C1 | C2 | C3 | C1 | C2 | C3 | C1 | C2 | C3 | |
1 | 861 | 9 | 787 | 911 | 673 | 73 | 840 | 817 | 0 |
2 | 945 | 702 | 0 | 0 | 884 | 763 | 703 | 943 | 1 |
3 | 0 | 600 | 1096 | 870 | 0 | 826 | 766 | 925 | 5 |