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

Table 4

The accuracy of CATW with improved FOIL gain measure.

	FOIL	CMAR	CPAR	TW	AW(0.8)/TW	AW(0.5)/TW
Auto	0.776	0.781	0.82	0.7984	0.7934	0.7883
Cleve	0.7423	0.822	0.815	0.7695	0.7907	0.8014
Glass	0.7156	0.701	0.744	0.7385	0.7481	0.7481
Heart	0.8148	0.822	0.826	0.8214	0.8095	0.8095
Hepati	0.78	0.805	0.794	0.8444	0.8579	0.8705
Horse	0.7124	0.826	0.842	0.7856	0.7915	0.8032
Iono	0.889	0.915	0.926	0.9109	0.9293	0.9263
Iris	0.9533	0.94	0.947	0.9583	0.9583	0.9583
Labor	0.7567	0.897	0.847	0.8148	0.9206	0.9365
Lymph	0.7424	0.831	0.823	0.8157	0.8380	0.8454
Wine	0.9379	0.95	0.955	0.9526	0.9708	0.9708
Zoo	0.9409	0.971	0.951	0.9503	0.9310	0.9310
Average	0.8134	0.8551	0.8575	0.8467	0.8616	0.8658