Investigation the Robustness of Standard Classification Methods for Defining Urban Heat Islands.
Yingshuang LuTong HeXinliang XuZhi QiaoPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2021)
Keyphrases
- classification systems
- preprocessing
- classification method
- cross validation
- benchmark datasets
- machine learning methods
- support vector
- classification accuracy
- computational cost
- decision trees
- classification models
- pattern recognition
- image classification
- density estimation
- benchmark data sets
- accurate classification
- terms of classification accuracy
- support vector machine
- significant improvement
- feature extraction
- classification schemes
- neural networks and support vector machines
- neural network
- multiclass classification
- svm classifier
- machine learning algorithms
- empirical studies
- genetic algorithm