LABAS-TS - A System for Assisting Labeling of Training Sets for Text Classification.
Alejandro Sierra MúneraAlexandra Pomares QuimbayaRafael Andrés González RiveraJulián Camilo Daza RodríguezOscar Mauricio Muñoz VelandiaAngel Alberto Garcia PeñaPublished in: KMIS (2017)
Keyphrases
- text classification
- training set
- active learning
- labeled training set
- labeled data
- bag of words
- unsupervised learning
- text categorization
- machine learning
- feature selection
- text mining
- naive bayes
- training examples
- text data
- n gram
- classification accuracy
- text classifiers
- sentiment analysis
- unlabeled data
- data cleaning
- text documents
- supervised learning
- semantic features
- knn
- image segmentation
- decision trees
- svm classifier
- multi label
- database
- data mining
- information retrieval
- training samples
- databases
- natural language processing
- feature reduction
- labeling process
- data sets