Interactive machine learning: letting users build classifiers.
Malcolm WareEibe FrankGeoffrey HolmesMark A. HallIan H. WittenPublished in: Int. J. Hum. Comput. Stud. (2001)
Keyphrases
- machine learning
- user interaction
- machine learning methods
- decision trees
- machine learning algorithms
- machine learning approaches
- user interface
- recommender systems
- supervised classification
- pattern recognition
- interactive exploration
- end users
- feature selection
- training data
- information extraction
- data mining
- user centered
- collaborative filtering
- data analysis
- supervised learning
- novice users
- visualization tool
- linear classifiers
- knowledge acquisition
- computer graphics
- naive bayes
- reinforcement learning
- user friendly
- ensemble learning
- classification algorithm
- feature set
- support vector
- user profiles
- multiple classifier systems
- information sources