Table 7.

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

α/Classifier	NB	DT	SVM	k-NN	Average	Max
1	80.65	88.71	88.71	88.71	86.70	88.71
0.95	80.65	88.71	83.87	83.87	84.28	88.71
0.9	85.48	91.93	88.71	88.71	88.71	91.93
0.85	88.71	87.1	87.1	88.71	87.91	88.71
0.80	85.48	87.1	87.1	88.71	87.10	88.71
0.75	87.1	87.1	85.48	85.48	86.29	87.1
0.7	87.1	90.32	88.71	87.1	88.31	90.32

The maximum numbers in each column are highlighted in boldface.