Package implementing decision rules. Includes tools for calculations of various measures and indicators, as well as algorithms for filtering rulesets.
Project description
Decision Rules
Package implementing decision rules. The package allows user to define and process decision rules as Python objects and perform operations on datasets to which these rules apply.
Three types of problems are supported:
- classification
- regression
- survival
Functionalities includes, but is not limited to:
- serialization and deserialization
- prediction
- summary statistics
- comparison between rules (semantic and syntactic)
Running tests
python -m unittest discover .\tests
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