Multi-class segmentation under severe class imbalance: A case study in roof damage assessment.
Jean-Baptiste BoinNat RothJigar DoshiPablo LluecaNicolas BorenszteinPublished in: CoRR (2020)
Keyphrases
- multi class
- class imbalance
- cost sensitive
- damage assessment
- multi class problems
- binary classification
- class distribution
- binary classification problems
- cost sensitive learning
- feature selection
- active learning
- misclassification costs
- multi class classification
- image segmentation
- support vector machine
- pairwise
- sampling methods
- base classifiers
- boosting algorithms
- imbalanced datasets
- high dimensionality
- training data
- image processing
- learning algorithm
- data sets
- learning problems
- test set
- k nearest neighbor
- minority class
- machine learning
- neural network