Table 1.

Recall and precision of the different models trained by k-d tree SVM-quantizer and SGD solver for different dictionary sizes (vocsize) and colour spaces (colour) based on the Lab0d und Lab7d datasets.

ID	Voc size	Colour	Recall in %										Class mean in %
			BEMITA		ENCAFO		MACRPY		TRIAVA		BKGRND
			0d	7d	0d	7d	0d	7d	0d	7d	0d	7d	0d	7d
163	200	Greyscale	75.97	84.79	99.83	55.56	93.47	95.31	87.07	63.14	99.13	100.00	91.09	79.76
164	200	RGB	83.33	86.64	99.66	55.56	96.73	98.44	90.99	55.63	99.13	100.00	93.97	79.25
165	200	HSV	78.68	85.71	99.83	55.56	97.14	98.44	88.91	48.12	99.13	100.00	92.74	77.57
169	500	Greyscale	72.48	82.49	99.83	55.56	95.92	95.31	90.30	61.77	99.13	100.00	91.53	79.03
170	500	RGB	81.01	82.49	99.66	55.56	97.14	96.88	92.15	53.58	99.13	100.00	93.82	77.70
171	500	HSV	79.07	82.49	99.66	54.70	96.33	98.44	86.84	42.66	99.13	100.00	92.20	75.66
			Precision in %
163	200	Greyscale	79.03	58.97	99.83	92.86	100.00	100.00	87.27	84.47	91.94	44.23	91.61	76.11
164	200	RGB	83.33	56.63	99.83	94.20	100.00	95.45	91.63	84.02	95.80	43.40	94.12	74.74
165	200	HSV	79.92	52.99	99.83	92.86	100.00	92.65	90.38	82.46	94.21	42.59	92.87	72.71
169	500	Greyscale	83.11	60.07	99.83	92.86	100.00	100.00	87.67	83.41	91.20	33.82	92.36	74.03
170	500	RGB	84.62	55.94	100.00	94.20	99.58	83.78	92.36	85.79	93.70	33.82	94.05	70.71
171	500	HSV	77.27	50.42	99.66	96.97	99.58	90.00	91.48	82.24	92.68	32.39	92.14	70.40

TRIAVA, T. vaporariorum; BEMITA, B. tabaci; ENCAFO, E. Formosa; MACRPY, M. pygmaeus; BKGRND, Background; ID, Model ID.