Classification Efficacy Using K-Fold Cross-Validation and Bootstrapping Resampling Techniques on the Example of Mapping Complex Gully Systems.
Kwanele PhinziDávid AbrihaSzilárd SzabóPublished in: Remote. Sens. (2021)
Keyphrases
- complex systems
- classification systems
- pattern recognition
- pattern classification
- classification accuracy
- expert systems
- classification models
- classification algorithm
- supervised learning
- classification scheme
- physical systems
- support vector
- decision trees
- feature vectors
- management system
- information extraction
- automatic classification
- retrieval systems
- building blocks
- artificial intelligence
- support vector machine svm
- cross validation
- svm classifier
- preprocessing
- model selection
- cost sensitive
- complex data
- classification method
- decision rules
- learning systems
- benchmark datasets
- training samples
- neural network
- intelligent systems
- image classification
- feature set
- support vector machine
- high level
- feature selection
- search engine
- machine learning
- real world