BMC Genomics

Table 2 Prediction accuracies by radiation type using different gene classifiers

From: Distinct transcriptome profiles identified in normal human bronchial epithelial cells after exposure to γ-rays and different elemental particles of high Z and energy

Classifier	Class	Samples per class	# Correct	# Errors	% Correct	% Error
NC	²⁸Si	24	23	1	94	6
	γ-ray	24	22	2	90	10
	⁵⁶Fe	36	36	0	100	0
	Total	84	80	4	95	5
KNN	²⁸Si	24	22	2	92	8
	γ-ray	24	23	1	96	4
	⁵⁶Fe	36	36	0	100	0
	Total	84	81	3	96	4
SVM	²⁸Si	24	23	1	96	4
	γ-ray	24	24	0	100	0
	⁵⁶Fe	36	36	0	100	0
	Total	84	83	1	99	1
DDA	²⁸Si	24	23	1	96	4
	γ-ray	24	23	1	96	4
	⁵⁶Fe	36	36	0	100	0
	Total	84	82	2	98	2
PLS	²⁸Si	24	20	4	83	17
	γ-ray	24	18	6	75	25
	⁵⁶Fe	36	32	4	89	11
	Total	84	70	5	83	17

NC Nearest Centroid, KNN K-Nearest Neighbor, SVM Support Vector Machine, DDA Diagonal Discriminant Analysis, PLS Partial Least Squares.

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ISSN: 1471-2164

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