fig5

Machine learning driven design of high-performance Al alloys

Figure 5. The comparison of predicted and actual TC using XGBoost algorithm and input of (A) composition information, (B) composition and processing parameter information, (C) composition and processing parameter information with feature expansion (D) composition and processing parameter information with feature expansion and selection. TC: Thermal conductivity; XGBoost: eXtreme gradient boosting.

Journal of Materials Informatics
ISSN 2770-372X (Online)
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