FWALR

Feature weighted Pool-Based Sequential Active Learning for Regression algorithms

main_singleTask_github.m produces main single-task results of the paper "Feature Weighting Improves Pool-Based Sequential Active Learning for Regression.". It compares 11 different active learning for regression approaches:

1. BL
2. EMCM
3. QBC
4. RD
5. FW-RD
6. GSx
7. FW-GSx
8. iGS
9. FW-iGS
10. GALR
11. FW-GALR

main_multiTask_github.m produces main multi-task results of the paper "Feature Weighting Improves Pool-Based Sequential Active Learning for Regression". It compares 7 different active learning for regression approaches:

1. BL
2. GSx
3. FW-GSx
4. MT-iGS
5. FW-MT-iGS
6. GALR
7. FW-GALR