Identifying Key Features in Aggregated Real-Life AIS-Messages for Classification of Maritime Vessels by Random Forests.
Max J. KrügerLudwig LausserPublished in: FUSION (2023)
Keyphrases
- key features
- random forests
- real life
- decision trees
- tree ensembles
- machine learning algorithms
- regression forests
- random forest
- accurate classifiers
- ensemble methods
- regression problems
- randomized trees
- pattern recognition
- classification and regression trees
- logistic regression
- classification accuracy
- image classification
- benchmark datasets
- regression trees
- feature vectors
- classification algorithm
- machine learning methods
- machine learning
- decision tree ensembles
- neural network
- feature extraction
- prediction accuracy
- support vector machine svm
- genetic programming
- supervised learning
- base learners
- support vector machine
- xml documents
- image analysis
- feature space
- computer vision