skope-rules

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sklearn.externals.six is Deprecated in Sklearn 0.23

8

Since `sklearn.externals.six` is deprecated as of version 0.23 (https://github.com/scikit-learn/scikit-learn/pull/12916/files), a fresh install of skopes with the latest version of sklearn will yield the following error: ``` ImportError: cannot import name...

TomLaMantia

How to cite this method in an academic paper?

3

csinva

Due to the removal of `Iterable` from `collections`, `skrules/skope_rules.py` cannot be imported under Python 3.10. This PR fixes this issue

Phylliade

cannot import name 'ScopeRules' from 'skrules'

1

Hi! The package import spell, which is clearly described in the package readme, does not work   Six imported. What should I do to make the package work?

avraam-inside

1) Can SkopeRules be used for multiclass classification or only binary classification. 2) How do I interpret the outputted decision rules? Do the top-k rules in the [example notebook](https://github.com/scikit-learn-contrib/skope-rules/blob/master/notebooks/demo_titanic.ipynb) correspond...

preethiseshadri518

Not compatible with sklearn v1?

1

Minimal example: ``` >>> import sklearn >>> sklearn.__version__ 1.0.1 >>> import skrules --------------------------------------------------------------------------- ImportError Traceback (most recent call last) in ----> 1 import skrules ~/.virtualenvs/risk-modeling/lib/python3.9/site-packages/skrules/__init__.py in ----> 1 from .skope_rules...

mwintner-fn

what is nb?

3

what is nb? https://skope-rules.readthedocs.io/en/latest/skope_rules.html For example skope_rules_clf.rules_ [('Pclass 0.5', (0.9527320854603895, 0.5283115637180831, 6))] rules_(dict of tuples (rule, precision, recall, nb).) The collection of n_estimators rules used in the predict method. The...

Sandy4321

I think the oob score computed in the fit function is wrong. The authors get the oob sample indices by "mask = ~samples", and then apply X[mask, :] to get...

wjj5881005

Classification vs regression

2

Hi I think this package looks fantastic. I am wondering, however, what your plans are for implementing SkopeRules for regression. Are there any plans? [I've made a start for adding...

benman1

Fix tests and imports

1

### Description This PR contains some fixes to get tests working and build passing, primarily around updating tests and imports to handle deprecation of various sklearn testing functions and other...

AndrewTanQB