Towards rapid interactive machine learning: evaluating tradeoffs of classification without representation.
Dustin ArendtEmily SaldanhaRyan WesslenSvitlana VolkovaWenwen DouPublished in: IUI (2019)
Keyphrases
- machine learning
- pattern recognition
- machine learning methods
- decision trees
- feature selection
- feature construction
- supervised machine learning
- machine learning approaches
- machine learning algorithms
- classification scheme
- support vector machine
- data mining
- text classification
- supervised learning
- supervised classification
- classification accuracy
- preprocessing
- image classification
- support vector
- unsupervised learning
- classification method
- active learning
- feature representation
- training set
- image representation
- pattern classification
- model selection
- natural language processing
- roc analysis
- benchmark datasets
- learning algorithm
- artificial intelligence
- rule learning
- classification systems
- feature extraction
- computer science
- high dimensional
- classification models
- inductive logic programming
- knowledge acquisition
- classification rules
- neural network
- training samples
- decision rules