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Object-based random forest classification for mapping floodplain vegetation structure from nation-wide CIR AND LiDAR datasets.
Lammert Kooistra
Ernst T. Kuilder
Caspar A. Mücher
Published in:
WHISPERS (2014)
Keyphrases
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random forest
decision trees
feature set
fold cross validation
cancer classification
random forests
benchmark datasets
decision tree learning algorithms
classification accuracy
ensemble methods
ensemble classifier
text classification
feature importance
ensemble learning
feature ranking
classification algorithm
classification models
feature vectors
training set
feature selection
machine learning
remote sensing
urban areas
multi label
base classifiers
class labels
support vector machine svm
support vector machine
classifier ensemble
support vector
image processing
computer vision