Benefits of ensemble models in road pavement cracking classification.
Francisco J. Rodríguez-LozanoFernando León GarcíaJuan Carlos Gámez-GranadosJosé M. PalomaresJoaquín OlivaresPublished in: Comput. Aided Civ. Infrastructure Eng. (2020)
Keyphrases
- classification models
- decision trees
- model selection
- classification accuracy
- machine learning
- image classification
- feature space
- feature vectors
- neural network
- final classification
- ensemble methods
- road network
- classification rules
- training data
- support vector
- class labels
- cross validation
- machine learning methods
- supervised learning
- semi supervised
- pattern recognition
- image recognition
- classifier ensemble
- majority voting
- multiple models
- probabilistic model