Table 3.

MaZda classification results – results in groups of T2-weighted images.

T2-weighted images classification		RDA	PCA	LDA	NDA
Examinations	Feature selection method	mis%	mis%	mis%	mis%
E1, E2, E3	Combination E1, E2, E3	34%	35%	47%	30%
E1, E2	Combination E1, E2, E3	29%	29%	39%	19%
	Combination E1, E2	37%	35%	40%	35%
E1, E3	Combination E1, E2, E3	15%	14%	19%	4%
	Combination E1, E3	16%	17%	21%	4%
E2, E3	Combination E1, E2, E3	25%	24%	25%	14%
	Combination E2, E3	24%	23%	30%	12%

Imaging timepoint (E1, E2, E3) combinations for classification analyses. Feature selection methods given in rows. Misclassification percentage (mis%) given for raw data analysis (RDA), principal component analysis (PCA), linear discriminant analysis (LDA) and non-linear discriminant analysis (NDA) in columns. "Combination E1, E2, E3" in feature selection methods refers to features, which have proved to give best discrimination in all imaging timepoints analyses with Fisher and POE+ACC methods, combination of two imaging timepoints refers respectively to features from the analyses in question.