Grouping Shapley Value Feature Importances of Random Forests for explainable Yield Prediction.
Florian HuberHannes EnglerAnna KichererKatja HerzogReinhard TöpferVolker SteinhagePublished in: CoRR (2023)
Keyphrases
- random forests
- random forest
- prediction accuracy
- ensemble methods
- logistic regression
- decision trees
- machine learning algorithms
- feature set
- randomized trees
- regression trees
- tree ensembles
- image features
- feature space
- ensemble learning
- classification and regression trees
- conformal prediction
- head pose estimation
- regression forests
- classification accuracy
- evolutionary algorithm
- feature vectors
- game theory
- training set
- bayesian networks
- image segmentation
- data mining
- neural network