Modelling Laser Milling of Microcavities for the Manufacturing of DES with Ensembles

Table 8

Root mean squared error 2/3.

	Volume error	Depth error	Width error	Length error	MRR error
RP	216875.74	30.66	5.91	5.62	16355.57
M5P	214500.91	19.8	6.19	5.09	16009.84
LR	197521.93	23.92	6.76	14.67	14963.09
𝑘NN	193696.36	23.69	4.98	6.6	14636.51
SVR linear	197817.88	24.17	7.1	16.23	14784.77
SVR radial basis	200785.96	18.98	4.42	5.37	14504.61
MLP	206753.61	21.96	4.93	5.37	17382.69
BG RP P	201037.57	23.18	4.62	4.98	15122.57
BG RP U	205341.53	21.6	4.4	4.87	15327.2
BG M5P P	200594.31	19.66	5.32	5.08	15162.5
BG M5P U	197575.49	19.19	5.22	5.15	14860.54
IB RP P	207848	23.05	4.78	5.18	15525.56
IB RP U	216631.14	23.79	4.79	5.2	16532.31
IB M5P P	201450.65	19.73	4.44	4.71	15177.67
IB M5P U	198261.22	19.44	4.33	4.58	14933.58
R2-L RP P	201365.5	24.08	4.64	5.03	15442.66
R2-L RP U	208500.97	23.95	4.87	5.38	16778.3
R2-L M5P P	184799.5	20.61	4.68	4.77	14732.4
R2-L M5P U	183740.85	20.71	4.7	4.81	14817.65
R2-S RP P	195592.43	24.75	4.65	5.24	16107.62
R2-S RP U	201017.69	22.87	4.71	5.39	15871.67
R2-S M5P P	172775.15	21.09	4.53	4.72	14459.98
R2-S M5P U	173892.35	20.88	4.52	4.74	14497.38
R2-E RP P	195657.69	24.26	4.62	5.12	15645.02
R2-E RP U	206275.71	24.38	4.82	5.35	16721.26
R2-E M5P P	172196.89	21.61	4.57	4.75	14324.48
R2-E M5P U	173356.89	21.61	4.58	4.79	14371.36
AR RP P	214978.3	27.77	5.49	5.43	16208.07
AR RP U	271926.55	27.43	5.29	6.1	20571.27
AR M5P P	211329.63	19.8	4.55	4.66	15995.84
AR M5P U	195497.5	19.55	4.78	4.82	15448.38
RS 50% RP P	200775.17	28.54	5.41	6.93	15217.65
RS 50% RP U	202354.2	26.84	5.24	6.94	15074.78
RS 50% M5P P	201054.45	25.91	5.98	11.81	15387.34
RS 50% M5P U	199246.1	25.61	5.79	11.75	14940.89
RS 75% RP P	199501.89	25.86	4.9	5.73	15165.01
RS 75% RP U	206467.56	24.5	4.75	6.06	15743.5
RS 75% M5P P	200160.47	22.05	5.76	6.66	15185.2
RS 75% M5P U	197431.78	21.79	5.53	6.75	14729.75