Assessing the Accuracy of Multiple Classification Algorithms for Crop Classification Using Landsat-8 and Sentinel-2 Data.
Amal ChakharDamian Ortega-TerolDavid Hernández-LópezRocio BallesterosJosé F. OrtegaMiguel Angel MorenoPublished in: Remote. Sens. (2020)
Keyphrases
- data reduction
- classification accuracy
- data structure
- pattern recognition
- support vector
- training data
- classification algorithm
- classification rate
- data sets
- sufficient training data
- large scale data sets
- accuracy rate
- supervised classification
- benchmark datasets
- machine learning algorithms
- supervised learning
- decision trees
- feature vectors
- knowledge discovery
- computational complexity
- machine learning methods
- classification method
- data mining algorithms
- training samples
- image classification
- database
- preprocessing steps
- dimensionality reduction methods
- classification trees
- bayesian methods
- feature extraction
- preprocessing
- text classification
- support vector machine svm
- missing data
- computational cost
- data points
- roc curve
- image data
- high dimensional data
- machine learning