Soil pH Value Forecasting Using UWB Echoes Based on Ensemble Methods.
Chenghao YangJing LiangPublished in: IEEE Access (2019)
Keyphrases
- ensemble methods
- prediction accuracy
- random forests
- decision trees
- benchmark datasets
- ensemble learning
- random forest
- ultra wideband
- machine learning methods
- base classifiers
- generalization ability
- majority voting
- bootstrap sampling
- classifier ensemble
- multiple models
- drifting concepts
- ensemble feature selection
- base learners
- decision tree ensembles
- ensemble classifier
- ensemble members
- imbalanced data
- machine learning
- feature selection