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How to increase the size and save the plot of image_plot() function
See original GitHub issue❓ Questions and Help
Although I changed the width, the size of the plot is very small (width > 20 will not increase the plot anymore).
Also, as this function return None, how can I save the plot?
Thank you.
Issue Analytics
- State:
- Created 3 years ago
- Comments:5 (2 by maintainers)
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Thank you. Its my bad. I was posting to the wrong place! Sorry for it!
Hi @giangnguyen2412 ,
it seems the SHAP authors are using the
widthparameter as an upper limit on the figure size: https://github.com/slundberg/shap/blob/491d46a540d16fb5a9868de6be2913599c850167/shap/plots/_image.py#L76Based on the above code, if the computed
shap_valuesneed less space than the value specified (e.g. 20), the figure will be smaller. You can discuss your case with the SHAP authors by creating an issue in https://github.com/slundberg/shap/issuesWe are planning to support the Kernel SHAP in Captum soon (see issue #467), you will learn about this in the release notes.
Hope this helps