Table 3.

Balanced Accuracy Rate (BAR) of the Pattern Recognition Techniques along With Individual Tumor Type F‐Measure and G‐Mean.

	BAR	F			G‐Mean
		EP	MB	PA	EP	MB	PA
LDA	0.81	0.54	0.82	0.9	0.52	0.84	0.91
SVM	0.86	0.85	0.9	0.9	0.86	0.9	0.9
RF	0.84	0.75	0.9	0.87	0.76	0.84	0.87

LDA, linear discriminate analysis; RF, Random forest; SVM, support vector machine; MB, medulloblastoma; PA, pilocytic astrocytoma; EP ependymoma.