Table 2.
Experiments on six data sets in the UCI repository with 10% missing data.
| Iris | Seeds | Heart | Wine | IS | DB | |
|---|---|---|---|---|---|---|
| MI-KM | 0.12 | 0.12 | 0.43 | 0.33 | 0.41 | 0.38 |
| MI-KMVC | 0.11 | 0.12 | 0.36 | 0.27 | 0.38 | 0.36 |
| KNNI-FCM | 0.10 | 0.10 | 0.36 | 0.31 | 0.34 | 0.32 |
| KNNI-MFCM | 0.09 | 0.10 | 0.30 | 0.25 | 0.30 | 0.28 |
| BTC-MV | 0.07 | 0.09 | 0.27 | 0.21 | 0.24 | 0.26 |
In each data set, the bold value is the lowest error rate.