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Currently interpret_model() returns plots. It would be useful to return also a data structure (e.g. dataframe) that will contain the important variables and their relative importance, for downstream t…
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- [x] Please send Ben the current html output from main script, and upload data for Ben
- [ ] We are pausing on soilsgrids data because it's a PITA
- [ ] Let's try building a Random Forest model! R…
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I am working with Python, in a Jupyter Notebook, and anytime I try to generate a plot (Scoring History, or Variable Importance plot) my kernel keeps dying. Before the update, I was able to generate bo…
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Hi, I have a few questions regarding the outputs of `f = fitted_params(mach)` and `r = report(mach)` on a trained `mach`
* What are each of the objects in the `fitted_params(mach)` output? After na…
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Hi there,
I have a large and complex random forest that I can fit using rfsrc. I have 30000 observations for 90 explanatory and 1 Y variable that is class based. I am trying to get partial dependenc…
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score: 3
Hi! Good job overall. However, I have some suggestions for you. In general, in my opinion, more comments should be added in the code files for a better clarification. Other issues and sugges…
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Hi,
If I want to create the fanova plots, the single variable plots work, but pairs fail:
```
>>> python3.5 /home/schirrmr/programs/ParameterImportance/scripts/evaluate.py --scenario_file scenari…
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(1) The first sentence of the notebook says (emphasis added):
> In this session, we'll use the `boston` dataset, which has been used to examine the ***relationship between clean air and house price…
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### Description
OMEdit allows to plot multiple lines into one plotting window but there seems to be no possibility to remove certain lines again.
### Steps to Reproduce
Simulate any modelica …
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Dear authors,
I know that for a single observation, the Shap values for features are additive. Namely, they add up to the difference between the focal prediction and the expected prediction.
The…