fig5

AI-driven design of fluorine-free polymers for sustainable and high-performance anion exchange membranes

Figure 5. Average RMSE and R2 for five random seeds at various train-test splits for each property. Green bars represent CS, and orange bars represent PS. Solid-colored bars represent ST learning, and the hashed bars represent MT models. The error bars correspond to the standard deviation across the five random seeds for each split and train-test ratio type. RMSE: Root mean squared error; R2: coefficient of determination; CS: composition split; PS: polymer split; ST: single-task; MT: multi-task.

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