Active learning with prediction vector diversity for crop classification in western Inner Mongolia.
Tengfei SuPublished in: Multim. Tools Appl. (2023)
Keyphrases
- active learning
- feature vectors
- pattern recognition
- classification accuracy
- selective sampling
- decision trees
- prediction accuracy
- automatic classification
- support vector
- classification algorithm
- machine learning
- batch mode active learning
- classification method
- supervised learning
- support vector machine
- machine learning methods
- feature extraction
- pattern classification
- classification models
- machine learning algorithms
- feature selection
- benchmark datasets
- decision rules
- classification scheme
- data sets
- nearest neighbour algorithm
- input vectors
- classifier ensemble
- classification rules
- preprocessing
- learning strategies
- semi supervised
- semi supervised learning
- text classification
- image classification