Injection Molding Prediction on Injection Molding frefine
0.989R^2Proposed
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ProposedCategory=Physics-Incorporated2026.06 | 0.989 | 0.099 | 6,198 | |
| KDCategory=Traditional Neural Network2026.06 | 0.971 | 0.133 | 6,191 | |
| PG-MLPCategory=Physics-Incorporated2026.06 | 0.97 | 0.137 | 6,207 | |
| MLPCategory=Traditional Neural Network2026.06 | 0.969 | 0.141 | 6,138 | |
| PhysicsCategory=Physics-only2026.06 | 0.942 | 0.2 | 3,987 | |
| RFCategory=Traditional Regression2026.06 | 0.926 | 0.149 | 1,180 | |
| XGBoostCategory=Traditional Regression2026.06 | 0.683 | 0.47 | 1,079 |