A Clustering-aided Ensemble Method for Predicting Ridesourcing Demand in Chicago.
Xiaojian ZhangXilei ZhaoPublished in: CoRR (2021)
Keyphrases
- ensemble methods
- cluster ensemble
- clustering algorithm
- prediction accuracy
- random forests
- benchmark datasets
- ensemble learning
- decision trees
- clustering method
- base classifiers
- k means
- machine learning methods
- random forest
- rotation forest
- data clustering
- hierarchical clustering
- generalization ability
- ensemble members
- classifier ensemble
- ensemble classifier
- drifting concepts
- text classification
- genetic algorithm
- base learners
- data points
- evolutionary algorithm
- multilabel classification
- search space
- machine learning