Fig. 7: Contribution of each manufacturing parameter to the predictions. | npj Advanced Manufacturing

Fig. 7: Contribution of each manufacturing parameter to the predictions.

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

Fig. 7

Global representation of SHAP values for the NNs predictions of the electrode density for each experiment in a Graphite, b Si-Gra, and c NMC electrode test sets. The SHAP value of each manufacturing parameter for each test experiment is given on the x-axis, while the color of each point indicates whether the feature value is higher (red) or lower (blue) relative to its distribution. The y-axis is ordered by the relevance manufacturing parameters to the NN prediction, with the most relevant at the top.

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