interpret

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I'm encountering a `UFuncTypeError` when using `ShapKernel.explain_local` with a `RandomForestClassifier` on a binary classification task. The error occurs when the target labels (`y_test`) are of type `float64`. ``` UFuncTypeError Traceback...

Dimertuper

The need for the calculation of Hessian Matrix

2

Hi, I wonder why Hessian tensor is being computed in the training process of EBM (as it is also required in the definition of link functions in the objective folder...

MMShamszadeh

Colab visualizations only show the first graph

2

Visualizations in colab only show the first graph. Subsequent calls to the show function succeed, but show no UI.

paulbkoch

Working on Microsoft Synapse Notebooks. ebm_global works fine and visualizes, but I can't get around this error. Works fine locally on my laptop as well. 

kfollmer24

Memory consumption of fitting EBMs

11

I'm running out of memory trying to fit a `ExplainableBoostingClassifier`. The order of magnitude of the features is 10, of the samples is $10^5$, and of the classes is 100....

DerWeh

Getting Feature Importances of Individual Features from Interaction Terms

3

I know that I can get feature importance for each term, with the `term_importances`, however this includes importances of single terms, as well as interaction terms. Is there a way...

jinlow

Repeated iterations in callback

4

I tried using the `callback` to provide progress indicated. But using a simple `print` functions, I am quite confused by the output: Why do I get repeated output for the...

DerWeh

Order of nominal feature levels change the results

4

Hi, I am building an EBM regressor with some nominal and continuous features with only main effects. I have tried ordering the nominal features by the mean of the response...

aswer-svg

Smoothing only for some features defined by the user

12

Hi, thanks for the great package. I would like to use the `smoothing_rounds` argument only for a subset of the features of my model, the rest of the variables should...

m-maggi

Probability calibration

1

Hello! Would you be interested in getting a contribution for probability calibration plots? Similar functionality exists, e.g., as `sklearn.calibration`s `CalibrationDisplay ` or a different approach can be found [here](https://github.com/apple/ml-calibration). An...

Krzys25