Accuracy Assessment of Landform Classification Approaches on Different Spatial Scales for the Iranian Loess Plateau.
Tanja KrammDirk HoffmeisterConstanze CurdtSedigheh MalekiFarhad KhormaliMartin KehlPublished in: ISPRS Int. J. Geo Inf. (2017)
Keyphrases
- classification accuracy
- predictive accuracy
- accuracy rate
- high accuracy
- pattern recognition
- generalization ability
- machine learning methods
- multiple classifier systems
- feature space
- support vector machine
- text classification
- machine learning algorithms
- support vector
- image classification
- supervised learning
- classification systems
- discriminative classifiers
- neural networks and support vector machines
- binary classification problems
- fold cross validation
- correct classification
- classification scheme
- feature selection
- classification rules
- prediction accuracy
- error rate
- feature vectors
- classification models
- pattern classification
- classification rate
- class labels
- support vector machine svm
- roc analysis
- training samples
- training set