Research on the extraction method of impervious surface in Nanjing based on random forest classification.
Ying XuChang JiangXianlei LiEnze JiSiqin BanPublished in: Geoinformatics (2022)
Keyphrases
- random forest
- decision trees
- feature set
- fold cross validation
- cancer classification
- random forests
- classification accuracy
- ensemble methods
- feature vectors
- ensemble classifier
- decision tree learning algorithms
- support vector machine
- feature importance
- feature extraction
- feature selection
- machine learning
- feature ranking
- generalization ability
- benchmark datasets
- classification models
- machine learning algorithms
- support vector machine svm
- training set
- feature space
- multi label
- image classification
- support vector
- rotation forest
- cost sensitive
- learning algorithm