A Online NIR Sensor for the Pilot-Scale Extraction Process in Fructus Aurantii Coupled with Single and Ensemble Methods.
Xiaoning PanYang LiZhisheng WuQiao ZhangZhou ZhengXinyuan ShiYanjiang QiaoPublished in: Sensors (2015)
Keyphrases
- ensemble methods
- prediction accuracy
- benchmark datasets
- machine learning methods
- random forests
- decision trees
- ensemble learning
- drifting concepts
- ensemble feature selection
- base classifiers
- random forest
- generalization ability
- data mining
- imbalanced data
- majority voting
- bootstrap sampling
- support vector machine svm
- trade off
- artificial neural networks
- image processing
- machine learning