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Injection Molding Prediction on Injection Molding frefine
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0.989
R^2
Proposed
0.67076
0.75338
0.836
0.91862
Jun 10, 2026
R^2
RMSE
Speed (HZ)
Updated 1mo ago
Evaluation Results
Method
Method
Links
R^2
RMSE
Speed (HZ)
Proposed
Category=Physics-Incor...
2026.06
0.989
0.099
6,198
KD
Category=Traditional N...
2026.06
0.971
0.133
6,191
PG-MLP
Category=Physics-Incor...
2026.06
0.97
0.137
6,207
MLP
Category=Traditional N...
2026.06
0.969
0.141
6,138
Physics
Category=Physics-only
2026.06
0.942
0.2
3,987
RF
Category=Traditional R...
2026.06
0.926
0.149
1,180
XGBoost
Category=Traditional R...
2026.06
0.683
0.47
1,079
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