How to avoid the cut-off label of the graph created by the plot module using matplotlib

Introduction

When saving the graph output by the graph plot method that uses matplotlib internally, the axis label may be cut off. Since the layout is set in the method, it is difficult to adjust it, but I will write down how to adjust it well.

manner

You can call the tight_layout method of pylab (or matplotlib.pylab).

The graph layout is changed so that the axis labels and memory labels in the graph can be output well.

The following is an example of the shap module with summary_plot.

shap summary_Example in plot


shap.summary_plot(shap_values, X, show=False)
pylab.tight_layout()
plt.savefig('./shap.png')

reference

-bbox_inches = "tight" or something like that --virsalus diary

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