Integrating conventional classifiers with a GIS expert system to increase the accuracy of invasive species mapping.
Mhosisi MasochaAndrew K. SkidmorePublished in: Int. J. Appl. Earth Obs. Geoinformation (2011)
Keyphrases
- expert systems
- high accuracy
- roc curve
- training data
- classification rate
- geographic information systems
- decision trees
- support vector
- fuzzy logic
- fold cross validation
- machine learning algorithms
- improving classification accuracy
- hybrid intelligent
- knowledge representation
- roc analysis
- knowledge based systems
- confusion matrix
- test set
- phylogenetic trees
- knowledge base
- artificial intelligence
- prediction accuracy
- individual classifiers
- confusion matrices
- spatial reasoning
- ensemble learning
- spatial databases
- remote sensing
- databases
- knowledge acquisition
- support vector machine
- computational cost
- feature selection
- learning algorithm