Leveraging Automated Machine Learning for Text Classification: Evaluation of AutoML Tools and Comparison with Human Performance.
Matthias BlohmMarc HanussekMaximilien KintzPublished in: CoRR (2020)
Keyphrases
- text classification
- machine learning
- text categorization
- feature selection
- text mining
- text classifiers
- bag of words
- feature engineering
- sentiment analysis
- naive bayes
- support vector machine
- pattern recognition
- active learning
- semantic features
- software tools
- data mining
- multi label
- learning systems
- computer vision
- neural network
- data analysis
- semi automated
- end users
- text documents
- machine learning methods
- text data
- evaluation method
- supervised learning
- databases
- data cleaning
- quantitative evaluation
- information extraction
- human subjects
- labeled data
- statistical methods
- natural language processing
- information retrieval
- machine learning algorithms
- artificial intelligence
- unlabeled data