Adaptive spatial sampling with active random forest for object-oriented landslide mapping.
André StumpfNicolas LachicheNorman KerleJean-Philippe MaletAnne PuissantPublished in: IGARSS (2012)
Keyphrases
- random forest
- object oriented
- random forests
- decision trees
- imbalanced data
- feature set
- spatial databases
- feature importance
- ensemble methods
- relational databases
- fold cross validation
- ensemble learning
- rotation forest
- multi label
- random sampling
- ensemble classifier
- machine learning
- text classification
- neural network
- logistic regression
- k nearest neighbor
- evolutionary algorithm
- bayesian networks
- decision tree learning algorithms