Estimate participants' value profiles based on their choices and motivations in a PVE survey. Use Active Learning to simulate iterative data label collection guided by the value profiles that most differ from the average.
- Add the
data
folder insidevalue_learning
. - Run with something like:
python3 active_learning.py --verbose True --iterations 5 --warm-start 291 --sample-size 146 --strategy uncertainty