Active Learning for Spreadsheet Cell Classification.
Julius GonsiorJosephine RehakMaik ThieleElvis KociMichael GüntherWolfgang LehnerPublished in: EDBT/ICDT Workshops (2020)
Keyphrases
- active learning
- supervised learning
- selective sampling
- machine learning
- pattern recognition
- classification scheme
- training examples
- training samples
- feature extraction
- support vector
- training set
- classification method
- unsupervised learning
- automatic classification
- support vector machine
- classification accuracy
- classification systems
- image classification
- semi supervised
- support vector machine svm
- batch mode active learning
- class labels
- sample selection
- pattern classification
- random sampling
- rare class
- classification process
- imbalanced data classification
- annotation effort
- data sets
- class imbalance
- classification models
- incremental learning
- classification rules
- text classification
- feature vectors
- feature selection
- data mining