Metadata-Version: 2.1
Name: Blauwal3-Explain
Version: 0.6.10
Summary: 蓝鲸数据挖掘软件包的解释附加组件。
Home-page: https://orangedatamining.com/download
Author: Bioinformatics Laboratory, FRI UL
Author-email: contact@orange.biolab.si
License: GPL3+
Keywords: orange3 add-on,orange3-explain
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Science/Research
Classifier: Programming Language :: Python :: 3 :: Only
Description-Content-Type: text/markdown
License-File: LICENSE.txt
Requires-Dist: AnyQt
Requires-Dist: numba>=0.58
Requires-Dist: numpy
Requires-Dist: Blauwal3>=3.36.2
Requires-Dist: pyqtgraph
Requires-Dist: scipy
Requires-Dist: shap>=0.42.1
Requires-Dist: scikit-learn>=1.3.0
Provides-Extra: doc
Requires-Dist: sphinx; extra == "doc"
Requires-Dist: recommonmark; extra == "doc"
Requires-Dist: sphinx-rtd-theme; extra == "doc"
Provides-Extra: test
Requires-Dist: pytest; extra == "test"
Requires-Dist: coverage; extra == "test"

Orange3 Explain
===============

Orange3 Explain is an add-on for the [Orange3](http://orange.biolab.si)
data mining suite. It provides extensions for explanatory AI.
See [documentation](http://orange3-explain.readthedocs.org/).

Features
--------
- Explains a classification or regression model. Explains which features
  contribute the most and how they contribute toward the prediction for a
  specific class.
- Explains which features contribute the most to the prediction for a single
  instance based on the model and how they contribute.
