On-Line Classification of Data Streams with Missing Values Based on Reinforcement Learning.
Mónica Millán-GiraldoVicente Javier TraverJosé Salvador SánchezPublished in: IbPRIA (2011)
Keyphrases
- missing values
- data stream classification
- data streams
- reinforcement learning
- missing data
- cost sensitive learning
- incomplete data sets
- multivariate temporal data
- concept drift
- incomplete data
- classification accuracy
- data imputation
- multiple imputation
- data sets
- machine learning
- unseen test data
- data stream mining
- feature values
- decision trees
- missing data imputation
- support vector machine
- unseen data
- feature selection
- pattern recognition
- high dimensional data
- missing attribute values
- streaming data
- text classification
- learning algorithm
- data matrix
- training set
- input image