Table 5: The accuracy of CATW with improved correlation measure.

FOILCMARCPARTWAW(0.8)/TWAW(0.5)/TW

Auto 0.7760.7810.820.79270.80540.7773
Cleve 0.74230.8220.8150.79410.79450.8227
Glass 0.71560.7010.7440.73850.73850.7433
Heart 0.81480.8220.8260.80560.83330.8294
Hepati 0.780.8050.7940.83050.83700.8644
Horse 0.71240.8260.8420.72360.79420.7915
Iono 0.8890.9150.9260.91370.93520.9322
Iris 0.95330.940.9470.95830.95830.9583
Labor 0.75670.8970.8470.9180.91800.9365
Lymph 0.74240.8310.8230.76760.83100.8380
Wine 0.93790.950.9550.96460.96460.9532
Zoo 0.94090.9710.9510.94950.96970.9596

Average 0.81340.85510.85750.84640.8650.8672