Table 3: Confusion Matrices using RDF and SVM algorithms for calculating misclassification rates.

Random Decision Forest and Support Vector Machine algorithms were used to compute misclassification rates using the predicted 23-miRNA signature.

		Random Decision Forest						Support Vector Machine
		True Radiation Dose						True Radiation Dose
		0 Gy	2 Gy	4 Gy	8 Gy	12 Gy	15 Gy	0 Gy	2 Gy	4 Gy	8 Gy	12 Gy	15 Gy
Predicted Radiation Dose	0 Gy	95%	13%	9%	21%	8%	5%	86 %	17 %	2 %	14 %	3 %	0 %
	2 Gy	0%	38%	19%	9%	7%	1%	4 %	55 %	31 %	13 %	2 %	0 %
	4 Gy	4%	38%	49%	18%	13%	6%	3 %	21 %	41 %	22 %	3 %	2 %
	8 Gy	0%	10%	15%	17%	14%	10%	6 %	6 %	16 %	30 %	24 %	12 %
	12 Gy	0%	2%	3%	32%	35%	44%	1 %	1 %	1 %	21 %	37 %	29 %
	15 Gy	0%	0%	5%	4%	22%	35%	0 %	0 %	8 %	1 %	30 %	57 %