Combinations of Feature Selection and Machine Learning Algorithms for Object-Oriented Betel Palms and Mango Plantations Classification Based on Gaofen-2 Imagery.
Hongxia LuoMaofen LiShengpei DaiHailiang LiYuping LiYingying HuQian ZhengXuan YuJihua FangPublished in: Remote. Sens. (2022)
Keyphrases
- machine learning algorithms
- benchmark data sets
- machine learning
- feature selection
- object oriented
- input features
- decision trees
- predictive accuracy
- machine learning methods
- learning algorithm
- machine learning approaches
- learning problems
- meta learning
- random forests
- classification accuracy
- machine learning models
- support vector
- learning tasks
- statistical machine learning
- supervised learning algorithms
- classification models
- information gain
- machine learning systems
- naive bayes
- mutual information
- feature extraction
- support vector machine
- multi class
- feature selection algorithms
- learning models
- multiclass classification
- text classification
- relational databases
- supervised machine learning algorithms
- feature subset
- training data
- data mining
- text categorization
- model selection
- feature space