ValueError: No objects to concatenate error using pdp.pdp_isolate

[saucecat]

ValueError: No objects to concatenate error using pdp.pdp_isolate

[mattharrison]

Ran into this issue as well. Any plans for supporting NaN? (since xgboost and other boosting libraries do)

[wuyuyu1024]

My data has no NaN but still runs to this issue...btw I'm using XGBoost

[imranahmed96]

Just had this bug, but was able to resolve by removing nan values.

I can't see any nans in the array you posted above, but maybe try a quick variable clean?

[chriseal]

I've checked the data, and as far as I can tell, as long as the feature doesn't include any null values in the array, it is not drawing this error. Since I used XGBoost, I had to mask the feature set for non-null values in the column of choice.

So it seems, I was unable to recreate the error. Though, I'm not entirely sure which dataset I was using when I posted this, so can't entirely attribute it to a variable clean. I'll repost if I find it again.