Quality Control of Olive Oils Using Machine Learning and Electronic Nose

Table 3

Confusion matrix based on error rates with 8 inputs for Naïve Bayes.

Class	TP	FP	FN	TN		ER
Olive Oil 1	9	5	1	105	0.64	0.050
Olive Oil 2	5	1	5	109	0.83	0.050
Olive Oil 3	10	0	0	110	1.00	0.000
Olive Oil 4	4	2	6	108	0.67	0.067
Olive Oil 5	4	15	6	95	0.21	0.175
Olive Oil 6	6	5	4	105	0.55	0.075
Olive Oil 7	2	5	8	105	0.29	0.108
Olive Oil 8	6	0	4	110	1.00	0.033
Olive Oil 9	10	0	0	110	1.00	0.000
Olive Oil 10	10	2	0	108	0.83	0.017
Olive Oil 11	10	0	0	110	1.00	0.000
Olive Oil 12	9	0	1	110	1.00	0.008