Research Article
Classification Based on both Attribute Value Weight and Tuple Weight under the Cloud Computing
Table 5
The accuracy of CATW with improved correlation measure.
| ā | FOIL | CMAR | CPAR | TW | AW(0.8)/TW | AW(0.5)/TW |
| Auto | 0.776 | 0.781 | 0.82 | 0.7927 | 0.8054 | 0.7773 | Cleve | 0.7423 | 0.822 | 0.815 | 0.7941 | 0.7945 | 0.8227 | Glass | 0.7156 | 0.701 | 0.744 | 0.7385 | 0.7385 | 0.7433 | Heart | 0.8148 | 0.822 | 0.826 | 0.8056 | 0.8333 | 0.8294 | Hepati | 0.78 | 0.805 | 0.794 | 0.8305 | 0.8370 | 0.8644 | Horse | 0.7124 | 0.826 | 0.842 | 0.7236 | 0.7942 | 0.7915 | Iono | 0.889 | 0.915 | 0.926 | 0.9137 | 0.9352 | 0.9322 | Iris | 0.9533 | 0.94 | 0.947 | 0.9583 | 0.9583 | 0.9583 | Labor | 0.7567 | 0.897 | 0.847 | 0.918 | 0.9180 | 0.9365 | Lymph | 0.7424 | 0.831 | 0.823 | 0.7676 | 0.8310 | 0.8380 | Wine | 0.9379 | 0.95 | 0.955 | 0.9646 | 0.9646 | 0.9532 | Zoo | 0.9409 | 0.971 | 0.951 | 0.9495 | 0.9697 | 0.9596 |
| Average | 0.8134 | 0.8551 | 0.8575 | 0.8464 | 0.865 | 0.8672 |
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