Journal of Applied Mathematics / 2014 / Article / Tab 7

Research Article

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
NN 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

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