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

Table 5

The accuracy of CATW with improved correlation measure.

	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