A Novel Multiway Splits Decision Tree for Multiple Types of Data

Table 6

Comparison of the accuracy for different splitting functions on numerical data (%).

	Fun 0	Fun 1	Fun 2	Fun 3
Blood	76.44	76.78	77.02	77.53
Glass	61.68	63.46	66.92	70.47
Image	91.68	92.56	94.79	96.01
Iris	91.40	96.00	93.07	96
Letter	72.96	78.18	89.61	91.77
MF-mor	69.77	70.00	70.48	71.13
Wav1	82.30	81.76	80.92	82.30
Wav2	80.58	80.35	79.34	80.65
Wine	95.73	93.60	95.56	95.11
Yeast	52.63	53.19	55.14	55.84
Average	77.52	78.59	80.29	81.68