Geoacoustic and geophysical data-driven seafloor sediment classification through machine learning algorithms with property-centered oversampling techniques.
Junghee ParkJong-Sub LeeHyung-Koo YoonPublished in: Comput. Aided Civ. Infrastructure Eng. (2024)
Keyphrases
- machine learning algorithms
- data driven
- benchmark data sets
- decision trees
- machine learning methods
- machine learning
- predictive accuracy
- learning algorithm
- machine learning approaches
- random forests
- learning tasks
- input features
- learning problems
- machine learning systems
- machine learning models
- learning models
- classification method
- pairwise
- multiclass classification
- supervised learning algorithms
- statistical machine learning
- model selection
- support vector machine
- information gain