Treating Dataset Imbalance in Fetal Echocardiography Classification.
Guilherme Ferreira GusmãoAlberto RaposoRenato Cherullo de OliveiraCarlos R. Hall BarbosaPublished in: FedCSIS (Communication Papers) (2022)
Keyphrases
- benchmark datasets
- support vector
- pattern recognition
- feature vectors
- classification accuracy
- feature set
- object classification
- support vector machine
- image classification
- uci datasets
- training dataset
- classification scheme
- classification method
- machine learning
- supervised learning
- decision trees
- decision boundary
- classification process
- text classification
- feature extraction
- high dimensionality
- automatic classification
- classification models
- data sets
- classification systems
- left ventricle
- image sequences
- classification algorithm
- training data
- training samples
- feature space
- object detection
- dimensionality reduction