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