xiaofangxd / emtauc

We provided a matlab implementation for an evolutionary multitasking AUC optimization framework (EMTAUC). When the paper is accepted, we will publish all the source code.

EMTAUC

We provided a matlab implementation for an evolutionary multitasking AUC optimization framework (EMTAUC). In this code, SBGA is considered a basic multitasking optimizer.

Getting started

• Clone this repo:

git clone https://github.com/xiaofangxd/EMTAUC.git

• Install MATLAB.

Test Suites

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

• Running main.m.

Citation

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.

Contact

Email:[email protected]