Table 5.

Average classification accuracy (%) for the different classifiers and α values in the Colon tumor dataset.

α/Classifier	NB	DT	SVM	k-NN
1	76.50	75.58	75.81	80.18
0.95	75.58	78.80	70.51	74.88
0.9	78.57	82.95	83.18	86.18
0.85	83.64	83.64	84.33	85.71
0.80	83.64	83.87	83.18	84.56
0.75	78.80	78.11	78.34	80.87
0.7	81.57	80.64	82.26	83.41
Total average	79.76	80.51	79.66	82.26

The maximum numbers in each row are highlighted in boldface.