Mapping Opuntia stricta in the Arid and Semi-Arid Environment of Kenya Using Sentinel-2 Imagery and Ensemble Machine Learning Classifiers.
James M. MuthokaEdward E. SalakpiEdward OukoZhuang-Fang YiAlexander S. AntonarakisPedram RowhaniPublished in: Remote. Sens. (2021)
Keyphrases
- machine learning
- machine learning algorithms
- ensemble learning
- machine learning methods
- decision trees
- multiple classifier systems
- feature selection
- training data
- machine learning approaches
- multiple classifiers
- rule induction algorithm
- ensemble classifier
- supervised classification
- training set
- pattern recognition
- combining classifiers
- mobile robot
- learning algorithm
- classifier ensemble
- classifier combination
- computer vision
- majority vote
- active learning
- majority voting
- feature ranking
- final classification
- neural network
- weak learners
- randomized trees
- learning classifier systems
- high resolution
- supervised learning
- random forests
- weak classifiers
- developing countries
- learning tasks
- classification algorithm
- naive bayes
- text classification
- accurate classifiers
- natural language processing
- weighted voting
- information extraction
- ensemble members
- ensemble pruning
- support vector machine