Radiation Oncology

Table 3 Average accuracy across the different number of features

From: Predicting multi-class responses to preoperative chemoradiotherapy in rectal cancer patients

Predictors	FS	Algorithm
		SVM	RF	EN	LDA	kNN1	kNN3	kNN5
MI	pval	0.96	0.89	0.89	0.77	0.88	0.87	0.87
	norm	0.96	0.88	0.90	0.82	0.85	0.89	0.90
	rank	0.95	0.88	0.89	0.81	0.85	0.88	0.90
TO	pval	0.87	0.83	0.87	0.72	0.77	0.78	0.78
	norm	0.81	0.80	0.74	0.67	0.72	0.73	0.74
	rank	0.81	0.81	0.75	0.67	0.72	0.74	0.75

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ISSN: 1748-717X

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