BioMedical Engineering OnLine

Table 2 Fragment of the best results obtained for “ w ” features (marked with black dots on the graph - Figure 12 ), for a typical and trimmed classification tree and classification errors TP , FN , TN , FP with the number of tree nodes

From: Assessment of significance of features acquired from thyroid ultrasonograms in Hashimoto's disease

	w										Tree typical							Tree cut
No	1	2	3	4	5	6	7	8	9	10	TP	FN	TN	FP	node	*ACC* [%]	FN + FP[%]	TP	FN	TN	FP	node	*ACC* [%]	FN + FP[%]
143	1	1	1	1	0	0	0	1	0	0	124	6	52	6	41	94	6.38	123	7	46	12	21	90	10.11
822	0	1	1	0	1	1	0	0	1	1	125	5	55	3	43	96	4.26	123	7	46	12	21	90	10.11
647	1	1	1	0	0	0	0	1	0	1	120	10	54	4	39	93	7.45	124	6	44	14	21	89	10.64
759	1	1	1	0	1	1	1	1	0	1	125	5	51	7	41	94	6.38	125	5	43	15	21	89	10.64
786	0	1	0	0	1	0	0	0	1	1	127	3	49	9	45	94	6.38	124	6	44	14	21	89	10.64
912	0	0	0	0	1	0	0	1	1	1	126	4	51	7	47	94	5.85	127	3	40	18	19	89	11.17
984	0	0	0	1	1	0	1	1	1	1	127	3	48	10	43	93	6.91	124	6	43	15	19	89	11.17
620	0	0	1	1	0	1	1	0	0	1	127	3	46	12	33	92	7.98	124	6	42	16	21	88	11.7
941	1	0	1	1	0	1	0	1	1	1	127	3	50	8	43	94	5.85	122	8	44	14	21	88	11.7
1010	0	1	0	0	1	1	1	1	1	1	124	6	49	9	37	92	7.98	123	7	43	15	19	88	11.7
135	1	1	1	0	0	0	0	1	0	0	124	6	52	6	41	94	6.38	123	7	42	16	17	88	12.23
167	1	1	1	0	0	1	0	1	0	0	115	15	56	2	33	91	9.04	123	7	42	16	17	88	12.23
710	0	1	1	0	0	0	1	1	0	1	123	7	50	8	37	92	7.98	127	3	38	20	17	88	12.23
873	1	0	0	1	0	1	1	0	1	1	127	3	47	11	41	93	7.45	124	6	41	17	21	88	12.23

Back to article page

ISSN: 1475-925X

Contact us

Submission enquiries: journalsubmissions@springernature.com