ExtraFerns: Fully Parallel Ensemble Learning Technique with Non-Greedy yet Minimal Memory Access Training.
Shungo KumazawaKazushi KawamuraThiem Van ChuMasato MotomuraJaehoon YuPublished in: CANDAR (2020)
Keyphrases
- ensemble learning
- memory access
- shared memory
- generalization ability
- ensemble methods
- random forest
- data access
- feature selection
- processing units
- concept drift
- training set
- base classifiers
- training samples
- parallel computing
- supervised learning
- parallel algorithm
- database
- learning algorithm
- parallel computation
- decision trees
- pattern recognition
- data points