Evaluating existing manually constructed natural landscape classification with a machine learning-based approach.
Rok CiglicErik StrumbeljRok CesnovarMauro HrvatinDrago PerkoPublished in: J. Spatial Inf. Sci. (2019)
Keyphrases
- machine learning
- manually constructed
- pattern recognition
- machine learning methods
- text classification
- machine learning algorithms
- support vector machine
- supervised learning
- automatically generated
- decision trees
- feature selection
- classification accuracy
- classification method
- feature vectors
- support vector machine svm
- text mining
- class labels
- image classification
- databases
- information extraction
- active learning
- learning algorithm
- feature set
- model selection
- wordnet
- classification algorithm
- feature extraction
- artificial intelligence
- semi automatically
- reference set
- data mining