diff --git a/README.md b/README.md index a4f93af..ab29c77 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,14 @@ # SoleDecisionTreeInterface.jl -Convert learned [DecisionTree](https://github.com/JuliaAI/DecisionTree.jl) models to [Sole](https://github.com/aclai-lab/Sole.jl) decision tree models. -This allows to treat the extracted knowledge in symbolic form, that is, as a set of logical formulas. +Ever wondered what to do with a trained decision tree? Start by inspecting its knowledge, and end up evaluating it in a dedicated framework! +This package allows you to convert learned [DecisionTree](https://github.com/JuliaAI/DecisionTree.jl) models to [Sole](https://github.com/aclai-lab/Sole.jl) decision tree models. +With a Sole model in your hand, you can then to treat the extracted knowledge in symbolic form, that is, as a set of logical formulas, which allows you to: +- Evaluate them in terms of + + accuracy (e.g., confidence, lift), + + relevance (e.g., support), + + interpretability (e.g., syntax height, number of atoms); +- Modify them; +- Merge them. [![Stable](https://img.shields.io/badge/docs-stable-blue.svg)](https://giopaglia.github.io/SoleDecisionTreeInterface.jl/stable/) [![Dev](https://img.shields.io/badge/docs-dev-blue.svg)](https://giopaglia.github.io/SoleDecisionTreeInterface.jl/dev/)