annoviko/pyclustering
[pyclustering.utils.metric][ccore.utils.metric] V-Measure
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#631 opened on 2020/08/27
EnhancementGood First Issue
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説明
Introduction There is a discussion regarding to purity estimation - see #620 . In order to cover this proposal, V-Measure should be implemented.
References Article: V-Measure: A conditional entropy-based external cluster evaluation measure. Andrew Rosenberg and Julia Hirschberg.
Description The functionality should be implemented for Python and C++ version. The following namespaces are proposed:
- pyclustering.utils.metric (Python).
- pyclustering::utils::metric (C++).
The implementation should be done in line with the description.
Sub-tasks
- Implement V-Measure for Python version of the library.
- Implement V-Measure for C++ version of the library.
- Implement integration of the C++ into Python.
- Write documentation for Python version including examples.
- Write documentation for C++ version including examples.