Table 6: Comparing different attribute value weights with improved FOIL gain measure.

AW(0.8)/TWAW(0.75)/TWAW(0.67)/TWAW(0.5)/TWAW(0.33)/TW

Auto 0.79340.78810.77300.78830.8035
Cleve 0.79070.79460.78740.80140.7836
Glass 0.74810.74810.75300.74810.7433
Heart 0.80950.81350.80560.80950.8054
Hepati 0.85790.86400.87090.87050.8239
Horse 0.79150.77350.78840.80320.7971
Iono 0.92930.92300.92940.92630.9263
Iris 0.95830.95830.95830.95830.9583
Labor 0.92060.92060.90480.93650.9048
Lymph 0.83800.81810.84490.84540.8523
Wine 0.97080.97660.97080.97080.9766
Zoo 0.93100.93100.93100.93100.9209

Average 0.86160.85910.85980.86580.858