Table 2. Classification results of bacteria vs sterile samples with LDA and LR.

		Predicted LDA		Predicted LR
		Sterile	Bacteria	Sterile	Bacteria
True	Sterile	19	2	20	1
	Bacteria	3	77	2	78

Left columns shows the true class of the sample. Top rows identify used prediction model and how it classifies samples. Both methods achieve near perfect discrimination, LR demonstrating marginally better performance.