Weighted Majority Vote Algorithm DAMVI for Imbalanced Datasets

Implementation for Weighted Majority Vote Algorithm DAMVI for Imbalanced Datasets

Related Paper:

Anil Goyal and Jihed Khiari. 
"Diversity-Aware Weighted Majority Vote Classifier for Imbalanced Data", 
The International Joint Conference on Neural Networks (IJCNN), 2020.

Dependencies

This Python code depends on numpy, scipy and imbalanced-learn librairies

Usage example

Please run the example code as following:

python3 test.py

Output:

It will print F1-Measure and Average Precision on Test Data for Mammography Dataset (fetched from imbalanced-learn python package)

License

Please have a look at License.txt