Table 12 Gains for nodes − CART method −...

Table 12

Gains for nodes − CART method − target category: organizational

Sample	Node	Node		Gain		Response (%)	Index (%)
Sample	Node	N	%	N	%	Response (%)	Index (%)
Training	14	112	14.9	112	23.6	100.0	158.4
	13	123	16.4	103	21.7	83.7	132.7
	1	78	10.4	62	13.1	79.5	125.9
	12	61	8.1	48	10.1	78.7	124.7
	9	41	5.5	31	6.5	75.6	119.8
	16	164	21.8	81	17.1	49.4	78.3
	11	29	3.9	13	2.7	44.8	71.0
	15	86	11.5	24	5.1	27.9	44.2
	6	57	7.6	0	0.0	0.0	0.0
Test	14	57	18.0	52	25.0	91.2	138.6
	13	52	16.5	46	22.1	88.5	134.4
	1	27	8.5	23	11.1	85.2	129.4
	12	19	6.0	16	7.7	84.2	127.9
	9	18	5.7	15	7.2	83.3	126.6
	16	78	24.7	33	15.9	42.3	64.3
	11	6	1.9	3	1.4	50.0	76.0
	15	42	13.3	20	9.6	47.6	72.3
	6	17	5.4	0	0.0	0.0	0.0
	Total	1,067	100	682	100	--	--

Sample	Node	Node		Gain		Response (%)	Index (%)
Sample	Node	N	%	N	%	Response (%)	Index (%)
Training	14	112	14.9	112	23.6	100.0	158.4
	13	123	16.4	103	21.7	83.7	132.7
	1	78	10.4	62	13.1	79.5	125.9
	12	61	8.1	48	10.1	78.7	124.7
	9	41	5.5	31	6.5	75.6	119.8
	16	164	21.8	81	17.1	49.4	78.3
	11	29	3.9	13	2.7	44.8	71.0
	15	86	11.5	24	5.1	27.9	44.2
	6	57	7.6	0	0.0	0.0	0.0
Test	14	57	18.0	52	25.0	91.2	138.6
	13	52	16.5	46	22.1	88.5	134.4
	1	27	8.5	23	11.1	85.2	129.4
	12	19	6.0	16	7.7	84.2	127.9
	9	18	5.7	15	7.2	83.3	126.6
	16	78	24.7	33	15.9	42.3	64.3
	11	6	1.9	3	1.4	50.0	76.0
	15	42	13.3	20	9.6	47.6	72.3
	6	17	5.4	0	0.0	0.0	0.0
	Total	1,067	100	682	100	--	--

Source(s): Authors’ elaboration

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