Object-oriented mapping of urban trees using Random Forest classifiers.
Anne PuissantSimon RougierAndré StumpfPublished in: Int. J. Appl. Earth Obs. Geoinformation (2014)
Keyphrases
- random forest
- decision trees
- object oriented
- feature set
- fold cross validation
- rotation forest
- random forests
- naive bayes
- ensemble learning
- ensemble classifier
- training data
- ensemble methods
- logistic regression
- feature ranking
- training set
- feature importance
- machine learning algorithms
- decision tree learning algorithms
- classification models
- machine learning
- support vector
- feature selection
- data sets
- base classifiers
- prediction accuracy
- data model
- classifier ensemble
- genetic algorithm