Applying machine learning classifiers to Sentinel-2 imagery for early identification of cotton fields to advance boll weevil eradication.
Chenghai YangCharles P.-C. SuhPublished in: Comput. Electron. Agric. (2023)
Keyphrases
- machine learning
- machine learning algorithms
- computer vision
- machine learning methods
- decision trees
- machine learning approaches
- supervised classification
- feature selection
- training data
- pattern recognition
- learning algorithm
- test set
- text classification
- meta learning
- support vector
- classification systems
- support vector machine
- high resolution
- learning classifier systems
- learning tasks
- classification algorithm
- satellite imagery
- linear classifiers
- multiple classifiers
- statistical methods
- learning systems
- roc analysis
- naive bayes
- image processing
- data analysis
- training set
- information extraction
- feature set
- model selection
- knowledge acquisition
- inductive logic programming
- classification models
- supervised learning
- training samples
- image data
- knowledge discovery
- active learning
- svm classifier
- learning machines
- class labels
- multiple classifier systems
- feature extraction
- training examples