Spectral indices derived, non-parametric Decision Tree Classification approach to lithological mapping in the Lake Magadi area, Kenya.
Gayantha R. L. KodikaraTsehaie WoldaiPublished in: Int. J. Digit. Earth (2018)
Keyphrases
- decision trees
- predictive accuracy
- machine learning algorithms
- classification models
- pattern recognition
- support vector
- classification accuracy
- machine learning
- classification scheme
- feature vectors
- decision rules
- decision tree classifiers
- support vector machine
- classification rules
- decision tree algorithm
- pattern classification
- decision tree learning algorithm
- feature extraction
- image classification
- feature space
- training set
- support vector machine svm
- decision tree algorithms
- spectral features
- feature construction
- spectral analysis
- random forest
- classification method
- classification algorithm
- density estimation
- semi supervised
- developing countries
- supervised learning
- bayesian classifier
- rule sets
- decision tree induction
- machine learning methods
- attribute selection
- preprocessing
- training data
- naive bayes