Comparing Classifiers in Historical Census Linkage.
Laura RichardsLuiza AntonieShawki AreibiGary William GrewalKris InwoodJ. Andrew RossPublished in: ICDM Workshops (2014)
Keyphrases
- census data
- record linkage
- training data
- decision trees
- support vector
- supervised classification
- united states
- naive bayes
- test set
- training set
- machine learning methods
- accurate classifiers
- linear classifiers
- ensemble learning
- feature selection
- svm classifier
- feature set
- training examples
- classification systems
- multiple classifiers
- ensemble classifier
- machine learning approaches
- classification method
- nearest neighbour
- binary classifiers
- class labels
- classification rate
- classifier combination
- historical data
- supervised learning
- neural network