Multiclass Oversampling via Optimum-Path Forest for Tree Species Classification from Street-view Perspectives.
Danilo Samuel JodasLeandro Aparecido PassosGiuliana Del Nero VelascoMariana Hortelani Carneseca LongoAline Ribeiro MachadoJoão Paulo PapaPublished in: SIBGRAPI (2022)
Keyphrases
- multi class
- optimum path forest
- multiclass classification
- support vector machine
- binary classifiers
- multiclass problems
- multiple classes
- decision boundary
- cost sensitive
- street view
- classification accuracy
- nearest neighbor classifier
- feature selection
- pairwise
- support vector
- pattern classification
- feature vectors
- bayesian classifier
- linear classifiers
- class imbalance
- computer vision
- base classifiers
- svm classifier
- training samples
- text classification
- image classification
- feature extraction
- support vector machine svm
- supervised learning
- feature space
- decision trees
- machine learning