Table 7. Additive explanations for... | Emerald Publishing

Table 7.

Additive explanations for predictions of test set cases

Case	Predicted	Base	Ethical climate	Green shared vision	Skepticism toward green claims	Supplier monitoring rigor	Sustainability training effectiveness
Neural network regression
1	−2.19	−0.001	−0.344	−0.032	−0.21	−0.401	−0.818
2	0.341	−0.001	−0.119	−0.045	0.016	0.043	0.111
3	−0.031	−0.001	0.168	−0.002	0.048	0.203	−0.083
4	−2.549	−0.001	−1.688	−0.026	0.138	0.33	−1.346
5	−3.8	−0.001	−0.69	−0.012	−0.412	0.03	−1.067
Support vector machine regression
1	0.36	−0.015	0.545	0.002	0.012	0.025	−0.044
2	0.328	−0.015	1.24	0.002	0.1	−0.025	−0.016
3	0.132	−0.015	1.453	0.02	0.077	0.043	−0.094
4	0.387	−0.015	0.943	0.01	0.035	0.024	−0.079
5	−1.99	−0.015	−6.177	0.018	−0.321	−0.356	0.321
Decision tree regression
1	0.188	6.904 × 10^–4	−0.003	0	−0.232	0.48	−0.059
2	−0.133	6.904 × 10^–4	0	0	−0.268	0.181	−0.046
3	−0.035	6.904 × 10^–4	−0.164	0	0	0.181	−0.052
4	0.008	6.904 × 10^–4	−0.005	0	0.032	0.181	−0.2
5	0.598	6.904 × 10^–4	0.003	0	−0.03	0.519	0.105

Case	Predicted	Base	Ethical climate	Green shared vision	Skepticism toward green claims	Supplier monitoring rigor	Sustainability training effectiveness
Neural network regression
1	−2.19	−0.001	−0.344	−0.032	−0.21	−0.401	−0.818
2	0.341	−0.001	−0.119	−0.045	0.016	0.043	0.111
3	−0.031	−0.001	0.168	−0.002	0.048	0.203	−0.083
4	−2.549	−0.001	−1.688	−0.026	0.138	0.33	−1.346
5	−3.8	−0.001	−0.69	−0.012	−0.412	0.03	−1.067
Support vector machine regression
1	0.36	−0.015	0.545	0.002	0.012	0.025	−0.044
2	0.328	−0.015	1.24	0.002	0.1	−0.025	−0.016
3	0.132	−0.015	1.453	0.02	0.077	0.043	−0.094
4	0.387	−0.015	0.943	0.01	0.035	0.024	−0.079
5	−1.99	−0.015	−6.177	0.018	−0.321	−0.356	0.321
Decision tree regression
1	0.188	6.904 × 10^–4	−0.003	0	−0.232	0.48	−0.059
2	−0.133	6.904 × 10^–4	0	0	−0.268	0.181	−0.046
3	−0.035	6.904 × 10^–4	−0.164	0	0	0.181	−0.052
4	0.008	6.904 × 10^–4	−0.005	0	0.032	0.181	−0.2
5	0.598	6.904 × 10^–4	0.003	0	−0.03	0.519	0.105

Source(s): Authors’ own creation