Table 6.
Results on 12 unevenly-distributed datasets.
| Dataset | MetaCluster 3.0 | MCluster | TM-MCluster | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Pr | Se | F1 | Pr | Se | F1 | Pr | Se | F1 | |
| D2 | .9997 | .9648 | .9820 | .9888 | .9888 | .9888 | .9860 | .9860 | .9860 |
| D3 | .9998 | .9596 | .9793 | .9950 | .9950 | .9950 | .9948 | .9948 | .9948 |
| D4 | 1.0000 | .9612 | .9802 | .9942 | .9942 | .9942 | .9946 | .9946 | .9946 |
| D5 | 1.0000 | .9608 | .9800 | .9950 | .9950 | .9950 | .9954 | .9954 | .9954 |
| D6 | 1.0000 | .9610 | .9801 | .9966 | .9966 | .9966 | .9966 | .9966 | .9966 |
| D7 | 1.0000 | .9618 | .9805 | .9980 | .9980 | .9980 | .9988 | .9988 | .9988 |
| D9 | .7277 | .9628 | .8289 | .8974 | .8974 | .8974 | .9320 | .9320 | .9320 |
| D10 | .7345 | .9096 | .8127 | .8852 | .8852 | .8852 | .9156 | .9156 | .9156 |
| D12 | .7489 | .9066 | .8202 | .8524 | .8524 | .8524 | .8930 | .8930 | .8930 |
| D14 | .7275 | .9539 | .8255 | .8863 | .8860 | .8863 | .9420 | .9420 | .9420 |
| D15 | .7472 | .9202 | .8247 | .8764 | .8764 | .8765 | .9070 | .9070 | .9070 |
| D16 | .6792 | .9106 | .778 | .8546 | .8546 | .8546 | .8875 | .8875 | .8875 |
Each bold value indicates the best result on a certain dataset.