Untangling the Dueling Expert Witnesses: Comparing Ensemble Methods in Pennsylvania's Redistricting Plans.
P. DingusC. ZhuC. GonatasPublished in: CoRR (2022)
Keyphrases
- ensemble methods
- prediction accuracy
- ensemble learning
- machine learning methods
- random forests
- benchmark datasets
- decision trees
- random forest
- base classifiers
- generalization ability
- drifting concepts
- bootstrap sampling
- multiple models
- classifier ensemble
- majority voting
- ensemble feature selection
- data sets
- individual classifiers
- bias variance analysis
- naive bayes
- ensemble members