Active Learning with Density-Initialized Decision Tree for Record Matching.
Chenxiao DouDaniel SunGuoqiang LiRaymond K. WongPublished in: SSDBM (2017)
Keyphrases
- active learning
- decision trees
- machine learning
- matching algorithm
- training set
- random sampling
- predictive accuracy
- database
- pool based active learning
- semi supervised
- supervised learning
- pattern matching
- matching process
- data mining
- selective sampling
- decision table
- learning strategies
- machine learning algorithms
- image matching
- logistic regression
- cost sensitive
- classification models
- shape matching
- training examples
- matching scheme
- decision tree algorithm
- decision tree learning
- bayesian networks
- learning algorithm
- music emotion classification