Fig. 17 | Scientific Reports

Fig. 17

From: Computational fluid dynamics and machine learning integration for evaluating solar thermal collector efficiency -Based parameter analysis

Fig. 17

SHAP analysis of SVR model for thermal efficiency prediction: (a) feature importance ranking based on mean absolute SHAP values, demonstrating the relative contribution of each input parameter to model predictions; (b) SHAP value distribution plots showing the impact and directionality of individual features, where color indicates feature value.

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