Pattern Classification of Signals Using Fisher Kernels

Table 8

LDA results for 6D Fisher scores: biomedical data.

Category		Predicted membership
		Abnormal	Normal
Original data	Count of data classified
	Abnormal	34	4
	Normal	4	47
	% of data classified
	Abnormal	89.5	10.5
	Normal	7.8	92.2
Cross-validated data	Count of data classified
	Abnormal	34	4
	Normal	6	45
	% of data classified
	Abnormal	89.5	10.5
	Normal	11.8	88.2