Comparing the Effect of Preprocessing Transformations on Methods of Land-Use Classification Derived From Spectral Soil Measurements.
Offer RozensteinTarin Paz-KaganChristoph SalbachArnon KarnieliPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2015)
Keyphrases
- preprocessing
- machine learning methods
- benchmark datasets
- feature extraction
- classification systems
- classification method
- cross validation
- significant improvement
- benchmark data sets
- density estimation
- model selection
- classification accuracy
- spatial distribution
- learning algorithm
- robust classification
- classification scheme
- terms of classification accuracy
- data sets
- pattern classification
- feature space
- support vector
- decision trees
- machine learning
- data mining