S1-Taguchi.xlsx

	B	C	D	E	F	G	H	I	K	L	M	N	P	Q	R	S	T	U	V	W
1
2	Training dataset								Candidate dataset				Test dataset
3	CTWD	Current	Weld Speed	Height	Depth	Width	True Y	Pred Y	Current	CTWD	Weld Speed	Pred Y	Current	CTWD	Weld Speed	Pred Y	Height	Depth	Width	True Y
4	mm	A	mm/s	mm					A	mm	mm/s		A	mm	mm/s		mm
5	11	80	4	5.279	0.627	5.891	8.305	8.206	80	11	4	8.206	80	11	6	9.930	2.903	0.514	3.922	13.232
6	11	100	5	5.204	0.665	3.714	10.251	8.588	80	11	5	9.061	80	13	7	10.833	3.123	0.547	4.219	12.344
7	11	120	6	3.997	1.675	14.364	5.103	6.675	80	11	6	9.930	80	15	8	11.326	2.818	0.394	3.259	14.829
8	11	140	7	3.349	2.588	5.872	8.818	6.385	80	11	7	10.732	100	15	8	10.853	2.834	0.838	5.337	11.015
9	11	160	8	3.56	3.608	26.672	3.120	6.145	80	11	8	11.459	100	17	4	7.306	3.468	2.010	8.965	7.134
10	13	80	5	4.805	0.548	3.525	10.970	9.163	80	13	4	8.308	100	19	6	9.537	3.025	1.893	6.173	9.266
11	13	100	6	4.395	0.473	11.771	5.815	9.558	80	13	5	9.163	120	11	4	4.951	3.233	2.188	14.986	5.067
12	13	120	7	2.709	2.09	12.069	6.118	7.579	80	13	6	10.031	120	13	5	5.908	3.430	1.616	10.549	6.546
13	13	140	8	3.172	2.368	5.735	9.201	7.215	80	13	7	10.833	120	15	6	6.542	3.429	1.352	8.438	7.664
14	13	160	4	1.989	7.853	6.105	6.832	2.994	80	13	8	11.561	120	17	8	7.778	2.746	1.694	7.177	8.805
15	15	80	6	4.92	0.384	8.389	7.000	9.797	80	15	4	8.073	140	11	8	7.113	2.732	2.303	9.279	7.239
16	15	100	7	4.068	0.598	9.960	6.685	10.125	80	15	5	8.928	140	19	4	3.940	3.981	8.332	11.488	4.588
17	15	120	8	2.86	1.792	11.826	6.223	8.072	80	15	6	9.797	160	13	5	3.849	3.449	2.351	13.085	5.492
18	15	140	4	1.424	7.145	5.289	7.832	3.727	80	15	7	10.598	160	15	6	4.483	3.114	4.593	12.038	5.400
19	15	160	5	1.922	5.842	5.192	8.310	3.614	80	15	8	11.326	160	17	7	4.991	2.566	3.434	12.629	5.656
20	17	80	7	4.664	0.459	9.083	6.802	10.305	80	17	4	7.779
21	17	100	8	4.613	0.461	8.909	6.912	10.559	80	17	5	8.634
22	17	120	4	2.472	7.288	25.033	3.122	4.525	80	17	6	9.503
23	17	140	5	2.627	4.945	5.557	8.146	4.288	80	17	7	10.305
24	17	160	6	2.355	5.9	4.617	8.368	4.189	80	17	8	11.033
25	19	80	8	3.971	0.538	8.004	7.777	11.540	80	19	4	8.287
26	19	100	4	5.376	0.989	20.719	3.691	7.813	80	19	5	9.142
27	19	120	5	3.445	3.177	18.067	4.254	5.887	80	19	6	10.010
28	19	140	6	3.32	3.652	4.188	9.465	5.664	80	19	7	10.812
29	19	160	7	3.229	4.664	4.172	8.842	5.498	80	19	8	11.540
30									100	11	4	7.733
31									100	11	5	8.588
32									100	11	6	9.457
33									100	11	7	10.258
34									100	11	8	10.986
35									100	13	4	7.834
36									100	13	5	8.689
37									100	13	6	9.558
38									100	13	7	10.360
39									100	13	8	11.088
40									100	15	4	7.600
41									100	15	5	8.455
42									100	15	6	9.323
43									100	15	7	10.125
44									100	15	8	10.853
45									100	17	4	7.306
46									100	17	5	8.161
47									100	17	6	9.030
48									100	17	7	9.832
49									100	17	8	10.559
50									100	19	4	7.813
51									100	19	5	8.668
52									100	19	6	9.537
53									100	19	7	10.339
54									100	19	8	11.067
55									120	11	4	4.951
56									120	11	5	5.806
57									120	11	6	6.675
58									120	11	7	7.477
59									120	11	8	8.205
60									120	13	4	5.053
61									120	13	5	5.908
62									120	13	6	6.777
63									120	13	7	7.579
64									120	13	8	8.306
65									120	15	4	4.818
66									120	15	5	5.673
67									120	15	6	6.542
68									120	15	7	7.344
69									120	15	8	8.072
70									120	17	4	4.525
71									120	17	5	5.379
72									120	17	6	6.248
73									120	17	7	7.050
74									120	17	8	7.778
75									120	19	4	5.032
76									120	19	5	5.887
77									120	19	6	6.756
78									120	19	7	7.558
79									120	19	8	8.285
80									140	11	4	3.860
81									140	11	5	4.715
82									140	11	6	5.584
83									140	11	7	6.385
84									140	11	8	7.113
85									140	13	4	3.961
86									140	13	5	4.816
87									140	13	6	5.685
88									140	13	7	6.487
89									140	13	8	7.215
90									140	15	4	3.727
91									140	15	5	4.582
92									140	15	6	5.451
93									140	15	7	6.252
94									140	15	8	6.980
95									140	17	4	3.433
96									140	17	5	4.288
97									140	17	6	5.157
98									140	17	7	5.959
99									140	17	8	6.686
100									140	19	4	3.940