Application of an Oversampling Method for Improving Road Surface Classification.
Addisson SalazarGonzalo SafontLuis VergaraPublished in: CSCI (2022)
Keyphrases
- classification method
- support vector machine svm
- classification accuracy
- machine learning methods
- preprocessing
- pairwise
- computational cost
- classification algorithm
- model selection
- training phase
- classification process
- significant improvement
- objective function
- similarity measure
- high accuracy
- cross validation
- segmentation method
- clustering method
- benchmark data sets
- classification scheme
- text classification
- feature set
- principal component analysis
- accuracy rate
- dynamic programming
- cost function
- support vector
- road surface
- classification procedure
- classification rate
- neural network
- extracted features
- naive bayes
- edge detection
- supervised learning
- pattern recognition
- genetic algorithm