iml
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giuseppec
iml: interpretable machine learning R package
Hi @christophM, I am trying to implement a simpler function to calculate _ALE_ and allow me to resample (bootstrap or jackknife) and construct some confidence interval around the estimated ALE....
Hello! When I attempted to click on the interactive binder, I see an error message with the following message: Could not resolve ref for gh:christophM/iml/master. Double check your URL. GitHub...
There may be an error in the tutorial of this package on this [website](https://uc-r.github.io/iml-pkg): "Interpreting Machine Learning Models with the iml Package". If we want to check the `FeatureImp` of...
The output of the FeatureImp is very sensitive to number of inputs For example using 50 or 40 explanatory variables the output of FeatureImp$new(predictor, loss = "ce") is zero. However,...
When creating y.hat.diff$feature.value, it takes the colnames of x.interest and just adds it as another column. However, the order of the colnames of x.interest may be different than the order...
Hi, I need help, please, for include another metric, how could I introduce in the code??? I would like calculate the importance with the auc. Normally, I programming in python...
It would be nice to have option(s) that highlight the specific location of a point for an individual curve when plotting ICE. The downside with `geom_rug()` in this case is...
Please consider including the raw results as well as aggregated results in the value returned by methods such as `FeatureImp$new` - e.g. in lines 312 - 325 of `FeatureImp.R`: ```...
Hi, I want to plot only one column of FeatureEffect object (ALE plot). New iml seems to have this argument (ncols) but after installing from Github (iml version 0.10.1.9000) there...
Add new functions that hide R6 and wraps both Predictor and e.g. FeatureEffect feature_imp(model, data, features, ...) feature_effect(...
