luukka76 / feature-selection-method-based-on-entropy-and-similarity-python-codes

Python codes for feature selection method based on fuzzy entropy and similarity.

Feature-selection-method-based-on-entropy-and-similarity-python-codes

Feature selection method using similarity measure and fuzzy entroropy measures based on the article:

P. Luukka, (2011) Feature Selection Using Fuzzy Entropy Measures with Similarity Classifier, Expert Systems with Applications, 38, pp. 4600-4607 Two files included from this:

1. FSsimilarityPL.ipynb: Python notebook file including the feature selection function
2. Feature_selection_PL: Python notebook file including the function and examples of the use of the function

Special thanks from this goes to Mahinda Mailagaha Kumbure

For matlab codes see:

https://se.mathworks.com/matlabcentral/fileexchange/31366-feature-selection-using-fuzzy-entropy-measures-and-similarity