Fig. 6: SHAP values for single prediction explanation. | npj Advanced Manufacturing

Fig. 6: SHAP values for single prediction explanation.

From: Transfer learning assessment of small datasets relating manufacturing parameters with electrochemical energy cell component properties

Fig. 6

Representation of SHAP values for the NNs prediction of the electrode density for a randomly selected test experiment from a Graphite, b Si-Gra, and c NMC electrode datasets. These plots show how the input features of a given data point contribute to the prediction of the NN by showing the magnitude and direction of the contribution as arrows with different colors for increase (red) or decrease (blue).

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