Bridge type classification: supervised learning on a modified NBI dataset.
Achyuthan JootooDavid LattanziPublished in: CoRR (2018)
Keyphrases
- supervised learning
- benchmark datasets
- supervised machine learning
- unsupervised learning
- supervised classification
- statistical learning
- machine learning
- training set
- training data
- classification systems
- class labels
- text classification
- pattern recognition
- classification accuracy
- fold cross validation
- classification scheme
- machine learning methods
- cross validation
- feature set
- decision trees
- reinforcement learning
- training samples
- database
- feature selection
- accurate classification
- image classification
- classification process
- semi supervised
- training dataset
- semi supervised learning
- automatic classification
- classification models
- learning problems
- active learning
- machine learning algorithms
- generalization error
- preprocessing
- object classification
- classification rate
- model selection
- multiple instance learning
- hybrid method
- classification method
- text categorization
- uci datasets