Bridge Type Classification: Supervised Learning on a Modified NBI Data Set.
Achyuthan JootooDavid LattanziPublished in: J. Comput. Civ. Eng. (2017)
Keyphrases
- supervised learning
- data sets
- training set
- unsupervised learning
- supervised machine learning
- supervised classification
- training data
- pattern recognition
- machine learning
- classification accuracy
- training samples
- statistical learning
- semi supervised
- automatic classification
- class labels
- classification algorithm
- benchmark data sets
- pattern classification
- feature space
- learning tasks
- classification systems
- instance selection
- accurate classification
- database
- supervised and unsupervised learning
- classification scheme
- classification method
- training examples
- unlabeled data
- text classification
- feature set
- support vector machine
- active learning
- feature vectors
- high dimensional
- learning algorithm
- support vector
- data mining
- support vector machine svm
- large scale data sets
- clustering algorithm
- decision trees
- reinforcement learning
- hybrid method
- multiple instance learning
- preprocessing
- semi supervised learning
- svm classifier