Metadata-Version: 2.1
Name: bayesclass
Version: 0.0.2
Summary: A collection of Bayesian Estimators.
Author-email: Ricardo Montañana <ricardo.montanana@alu.uclm.es>
Project-URL: Home, https://github.com/doctorado-ml/bayesclass
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Science/Research
Classifier: Intended Audience :: Developers
Classifier: Topic :: Software Development
Classifier: Topic :: Scientific/Engineering
Classifier: License :: OSI Approved :: MIT License
Classifier: Natural Language :: English
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Requires-Python: >=3.8
Description-Content-Type: text/x-rst
Provides-Extra: dev
Provides-Extra: doc
License-File: LICENSE

# bayesclass

## Bayesian Estimators

### TAN Tree augmented naive Bayes

Friedman, N., Geiger, D. & Goldszmidt, M. Bayesian Network Classifiers. Machine Learning 29, 131–163 (1997). https://doi.org/10.1023/A:1007465528199

### KDB

Mehran Sahami. 1996. Learning limited dependence Bayesian classifiers. In Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD'96). AAAI Press, 335–338.

### AODE Averaged One-Dependence Estimators

Webb, G., Boughton, J. & Wang, Z. Not So Naive Bayes: Aggregating One-Dependence Estimators. Mach Learn 58, 5–24 (2005). https://doi.org/10.1007/s10994-005-4258-6
