| Metadata-Version: |
2.1 |
| Name: |
permetrics |
| Version: |
2.0.0 |
| Summary: |
PerMetrics: A Framework of Performance Metrics for Machine Learning Models |
| Author: |
Thieu |
| Author-Email: |
nguyenthieu2102[at]gmail.com |
| Home-Page: |
https://github.com/thieu1995/permetrics |
| Project-Url: |
Documentation, https://mafese.readthedocs.io/ |
| Project-Url: |
Source Code, https://github.com/thieu1995/permetrics |
| Project-Url: |
Bug Tracker, https://github.com/thieu1995/permetrics/issues |
| Project-Url: |
Change Log, https://github.com/thieu1995/permetrics/blob/master/ChangeLog.md |
| Project-Url: |
Forum, https://t.me/+fRVCJGuGJg1mNDg1 |
| License: |
GPLv3 |
| Keywords: |
regression,classification,clustering,metrics,performance metrics,rmse,mae,mape,nse,nash-sutcliffe-efficiency,willmott-index,precision,accuracy,recall,f1 score,pearson correlation coefficient,r2,Kling-Gupta Efficiency,Gini Coefficient,Matthews Correlation Coefficient,Cohen's Kappa score,Jaccard score,ROC-AUC,mutual information,rand score,Davies Bouldin score,completeness score,Silhouette Coefficient score,V-measure score,Folkes Mallows score,Czekanowski-Dice score,Huber Gamma score,Kulczynski score,McNemar score,Phi score,Rogers-Tanimoto score,Russel-Rao score,Sokal-Sneath score,confusion matrix,pearson correlation coefficient (PCC),spearman correlation coefficient (SCC),Performance analysis |
| Classifier: |
Development Status :: 5 - Production/Stable |
| Classifier: |
Intended Audience :: Developers |
| Classifier: |
Intended Audience :: Education |
| Classifier: |
Intended Audience :: Information Technology |
| Classifier: |
Intended Audience :: Science/Research |
| Classifier: |
License :: OSI Approved :: GNU General Public License v3 (GPLv3) |
| Classifier: |
Natural Language :: English |
| Classifier: |
Programming Language :: Python :: 3 |
| Classifier: |
Programming Language :: Python :: 3.7 |
| Classifier: |
Programming Language :: Python :: 3.8 |
| Classifier: |
Programming Language :: Python :: 3.9 |
| Classifier: |
Programming Language :: Python :: 3.10 |
| Classifier: |
Programming Language :: Python :: 3.11 |
| Classifier: |
Topic :: System :: Benchmark |
| Classifier: |
Topic :: Scientific/Engineering |
| Classifier: |
Topic :: Scientific/Engineering :: Mathematics |
| Classifier: |
Topic :: Scientific/Engineering :: Artificial Intelligence |
| Classifier: |
Topic :: Scientific/Engineering :: Information Analysis |
| Classifier: |
Topic :: Scientific/Engineering :: Visualization |
| Classifier: |
Topic :: Scientific/Engineering :: Bio-Informatics |
| Classifier: |
Topic :: Software Development :: Build Tools |
| Classifier: |
Topic :: Software Development :: Libraries |
| Classifier: |
Topic :: Software Development :: Libraries :: Python Modules |
| Classifier: |
Topic :: Utilities |
| Requires-Python: |
>=3.7 |
| Requires-Dist: |
numpy (>=1.15.1) |
| Requires-Dist: |
scipy (>=1.7.1) |
| Requires-Dist: |
pytest (>=7.0); extra == "dev" |
| Requires-Dist: |
pytest-cov (==4.0.0); extra == "dev" |
| Requires-Dist: |
flake8 (>=4.0.1); extra == "dev" |
| Requires-Dist: |
scikit-learn (>=1.0.1); extra == "dev" |
| Provides-Extra: |
dev |
| Description-Content-Type: |
text/markdown |