Classification of Historical Notary Acts with Noisy Labels.
Julia EfremovaAlejandro Montes GarcíaToon CaldersPublished in: ECIR (2015)
Keyphrases
- training set
- pattern classification
- class labels
- pattern recognition
- classification accuracy
- classification process
- feature extraction
- text classification
- machine learning
- automatic classification
- historical data
- classification algorithm
- image classification
- support vector machine
- feature vectors
- decision trees
- preprocessing
- supervised classifiers
- supervised learning
- classification systems
- support vector
- machine learning methods
- feature space
- support vector machine svm
- benchmark datasets
- unsupervised learning
- label information
- noisy environments
- multi label classification
- data mining
- supervised classification
- classification scheme
- decision rules
- training data
- classification models
- cost sensitive
- noisy data
- svm classifier
- multi label