We provided a matlab implementation for an evolutionary multitasking AUC optimization framework (EMTAUC). In this code, SBGA is considered a basic multitasking optimizer.
- Clone this repo:
git clone https://github.com/xiaofangxd/EMTAUC.git
- Install MATLAB.
We provide two test suites, 'diabetes_scale' and 'fourclass_scale', for example. All datasets used in the paper can get from https://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/.
- Running main.m.
If you use this code for your research, please cite our paper.
Chao Wang, Kai Wu*, Jing Liu, Evolutionary Multitasking AUC optimization, IEEE Computational Intelligence Magazine, accept, 2021.
Email:xiaofengxd@126.com