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

Table 7

Root mean squared error 1/3.

	Volume	Depth	Width	Length	MRR
RP	216482.27	26.89	5.81	5.79	17166.73
M5P	210773.29	23.01	4.51	5.53	16076.33
LR	197521.89	23.84	7.04	14.73	15015.93
𝑘NN	193756.62	23.57	5.42	6.84	15842.42
SVR linear	197894.5	24.19	7.07	16.23	14800.32
SVR radial basis	200774.24	18.85	4.38	5.35	14603.37
MLP	207646.99	22.98	4.7	5.39	16292.43
BG RP P	200212.92	21.49	4.97	5.08	15526.79
BG RP U	205290.8	19.98	4.66	4.9	15603.89
BG M5P P	200636.57	20.61	4.43	5.27	15293.92
BG M5P U	197546.75	19.5	4.31	5.38	15022.1
IB RP P	202767.85	22.05	4.87	5.14	15677.57
IB RP U	219388.93	21.7	5.01	5.11	15911.96
IB M5P P	197833.83	20.8	4.42	4.88	15318.01
IB M5P U	195154.16	19.65	4.3	4.78	14830.83
R2-L RP P	191765.23	22.27	4.94	5.07	15788.47
R2-L RP U	206369.82	21.71	5.25	5.29	17004.31
R2-L M5P P	186843.92	20.81	4.37	4.84	15031.37
R2-L M5P U	181587.4	20.51	4.34	4.84	15209.01
R2-S RP P	193908.39	23.03	5.1	5.18	16007.43
R2-S RP U	200453.21	21.21	5.11	5.31	16401.24
R2-S M5P P	173117.72	20.83	4.49	4.71	15070.05
R2-S M5P U	173914.36	20.87	4.52	4.72	15245.81
R2-E RP P	192529.31	22.59	5.02	5.07	15854.03
R2-E RP U	205920.86	21.44	5.22	5.21	17318.45
R2-E M5P P	171056.22	21.25	4.53	4.66	15078.01
R2-E M5P U	172948.95	21.32	4.55	4.67	15090.23
AR RP P	215750.39	25.51	5.42	5.56	17249.82
AR RP U	274467.43	24.71	5.83	6.15	18628.28
AR M5P P	208805.84	22.27	4.44	5.08	16076.5
AR M5P U	194572.79	19.58	4.51	4.94	15538.29
RS 50% RP P	200526.36	26.58	5.68	7.74	15854.27
RS 50% RP U	201946.24	25.33	5.35	7.54	15669.28
RS 50% M5P P	201013.27	26.6	5.38	15.42	15402.77
RS 50% M5P U	199166.84	25.65	5.39	15.45	15349.84
RS 75% RP P	199270.03	23.33	5.27	5.98	15861.58
RS 75% RP U	207845.67	21.61	5.04	6.25	16251.64
RS 75% M5P P	199648.96	23.55	4.65	8.29	15227.87
RS 75% M5P U	197420.35	22.11	4.6	8.39	15295.71