A Kriging-Random Forest Hybrid Model for Real-time Ground Property Prediction during Earth Pressure Balance Shield Tunneling.
Ziheng GengChao ZhangYuhao RenMinxiang ZhuRenpeng ChenHongzhan ChengPublished in: CoRR (2023)
Keyphrases
- random forest
- hybrid model
- random forests
- forecasting accuracy
- ensemble classifier
- decision trees
- arima model
- prediction accuracy
- ensemble methods
- artificial neural networks
- feature set
- hybrid models
- support vector regression
- ensemble learning
- multi label
- fold cross validation
- neural network
- feature importance
- data mining
- decision tree learning algorithms
- base classifiers
- support vector machine svm
- computer vision
- selected features
- generalization ability
- model selection
- classification accuracy
- active learning
- autoregressive conditional heteroscedasticity