Estimating Basal Area of Spruce and Fir in Post-Fire Residual Stands in Central Siberia Using Quickbird, Feature Selection, and Random Forests.
Martin JungSusanne TautenhahnChristian WirthJens KattgePublished in: ICCS (2013)
Keyphrases
- random forests
- feature selection
- random forest
- feature set
- logistic regression
- machine learning algorithms
- ensemble methods
- decision trees
- decision tree ensembles
- classification and regression trees
- regression trees
- text categorization
- tree ensembles
- satellite imagery
- machine learning
- feature subset
- information gain
- support vector
- feature extraction
- randomized trees
- naive bayes
- text classification
- multispectral images
- feature space
- multi task
- high resolution satellite images
- support vector machine
- evolutionary algorithm
- relational databases
- neural network
- ensemble learning
- learning algorithm
- image processing
- multi label