Machine Learning Classification of Buildings for Map Generalization.
Jaeeun LeeHanme JangJonghyeon YangKiyun YuPublished in: ISPRS Int. J. Geo Inf. (2017)
Keyphrases
- machine learning
- pattern recognition
- machine learning methods
- decision trees
- supervised machine learning
- feature selection
- machine learning algorithms
- text classification
- classification accuracy
- support vector machine
- support vector
- machine learning approaches
- supervised classification
- classification process
- supervised learning
- unsupervised learning
- semi supervised learning
- benchmark datasets
- classification scheme
- generalization ability
- learning tasks
- learning algorithm
- svm classifier
- training set
- support vector machine svm
- model selection
- active learning
- explanation based learning
- feature construction
- reinforcement learning
- data mining
- feature space
- classification algorithm
- automatic classification
- inductive learning
- knowledge discovery
- class labels
- knowledge acquisition
- information extraction