Metadata-Version: 2.1
Name: enhanceml
Version: 0.0.1
Summary: An ML enhancement package to improve outcomes
Home-page: https://github.com/sumitc29/enhanceml.git
Author: Sumit Chandak
Author-email: chandaksumit29@gmail.com
License: MIT
Description: # enhanceml 
        
        enhanceml (Enhance Machine Learning model) is a Python library to enhance the prediction of model using various statistical technique. This contains various sub-models which can be fitted over data to predict outcome.
        
        * PBOB (Probability based Best Out of Best outcome): This method is used to enhance the prediction based on probability.
        
        
        ## Installation
        
        Use the package manager [pip](https://pip.pypa.io/en/stable/) to install enhanceml.
        
        ```bash
        pip install enhanceml
        ```
           or
        ```bash
        https://github.com/sumitc29/enhanceml.git
        ```
        
        ## Usage
        
        ```python
        from enhanceml import enhancer
        
        knn=KNeighborsClassifier()
        gnb=GaussianNB()
        
        pbob_model=enhancer.PBOB(knn,gnb)
        
        pbob_model.fit(x_train,y_train)
        predictions=pbob_model.predict(x_test)
        ```
        
        ## Contributing
        Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.
        
        ## License
        [MIT](https://choosealicense.com/licenses/mit/)
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown
