Table 1.

Prediction accuracies of 10 classifiers for 5 cancer datasets using gene expression

Classifier	Accuracy, %
	MLL	Leukemia	Colon	DLBCL	Prostate
Decision Tree	93.02	96.84	99.77	92.21	99.35
1-nearest neighbor	99.65	98.74	99.91	99.67	89.95
3-nearest neighbor	99.26	97.71	99.83	99.69	89.83
5-nearest neighbor	99.47	97.81	99.79	99.66	94.89
SVM - Linear	99.89	99.40	99.67	99.47	94.84
SVM - Polynomial	99.37	99.01	99.93	99.45	89.90
SVM - Radial Basis	38.89	65.28	23.18	72.69	14.62
SVM - Sigmoid	37.12	70.6	20.41	75.33	15.54
Bagging	94.44	97.22	94.44	90.91	95
Random Forest	98.61	98.61	97.22	93.51	95