Classification Based on both Attribute Value Weight and Tuple Weight under the Cloud Computing

Table 7

Comparing different attribute value weights with improved correlation measure.

	AW(0.8)/TW	AW(0.75)/TW	AW(0.67)/TW	AW(0.5)/TW	AW(0.33)/TW
Auto	0.8054	0.7876	0.7720	0.7773	0.7670
Cleve	0.7945	0.8085	0.8087	0.8227	0.8264
Glass	0.7385	0.7283	0.7431	0.7433	0.7431
Heart	0.8333	0.8254	0.8294	0.8294	0.8056
Hepati	0.8370	0.8574	0.8439	0.8644	0.8513
Horse	0.7942	0.7913	0.7915	0.7915	0.7738
Iono	0.9352	0.9261	0.9322	0.9322	0.9353
Iris	0.9583	0.9583	0.9583	0.9583	0.9583
Labor	0.9180	0.9180	0.9339	0.9365	0.9180
Lymph	0.8310	0.8028	0.8241	0.8380	0.8245
Wine	0.9646	0.9529	0.9412	0.9532	0.9587
Zoo	0.9697	0.9596	0.9596	0.9596	0.9495
Average	0.865	0.8597	0.8615	0.8672	0.8593