skope-rules
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scikit-learn-contrib
machine learning with logical rules in Python
Even when `n_jobs` is not passed, skope-rules still uses joblib as per the logs. This is because `n_jobs` defaults to 1 within the `SkopeRules` class: https://github.com/scikit-learn-contrib/skope-rules/blob/e7f7b932587545b8a947256e3b3c087eea0e1a94/skrules/skope_rules.py#L152 https://github.com/scikit-learn-contrib/skope-rules/blob/e7f7b932587545b8a947256e3b3c087eea0e1a94/skrules/skope_rules.py#L169 https://github.com/scikit-learn-contrib/skope-rules/blob/e7f7b932587545b8a947256e3b3c087eea0e1a94/skrules/skope_rules.py#L280 This should...
can you share some description how it works from theoretical point of view and comparative performance vs known other repos like https://github.com/fingoldin/pycorels https://github.com/csinva/interpretability-implementations-demos/tree/master/imodels/bayesian_rule_lists https://pypi.org/project/pyarc/ https://github.com/jirifilip/pyIDS etc...
can you help to clarify how to set parameters 1 to limit number of rules 2 to limit number of conditions in rules like done in by use of max_card=2,...
The description for the **rules_** attribute is given as _dict of tuples (rule, precision, recall, nb)_. What is **nb** here and how are the rules ordered?
Would be good to add an argument to round feature values in .rules_, else it's usual to have floats very high precision, which is not convenient when working with a...
how can I get IF-ELSE rule for multi-class classification, like rules for individual classes. thanks
Hey there, I wanted to use this package to derive very basic rules for one feature and one label. It works well for more than one feature, but using only...
can we remove the following from setup.py? (happy to submit a PR) ```python try: import numpy except ImportError: print('numpy is required during installation') sys.exit(1) try: import scipy except ImportError: print('scipy...
Hello, Currently the arguments of the SkopeRules object are propagated over all decision trees in its bagging classifier. It means that all the trees share the same parameters (except for...
In http://skope-rules.readthedocs.io/en/latest/, the link to the README points to the old repo.
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machine learning with logical rules in Python