Comments (2)
pbiecek
commented on July 24, 2024
For complex models it may be slow.
One quick trick is to reduce number of random paths calculated by this function. By default it's 25, you can try B = 5, should be fine for medium or small number of variables in the model (but you have >300 so you need to check if it will be stable).
Second will be to give smaller data to the explain() function.
If testing is very large you can try to use just a subset of data.
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sandeshregmi
commented on July 24, 2024
I appreciate it. After down-sizing the rows in explainer and setting B=5 in shap function worked!
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