Quantifying Changes in Predictions of Classification Models for Data Streams.
Maciej GrzendaPublished in: IDA (2022)
Keyphrases
- classification models
- data streams
- models built
- sliding window
- probability estimates
- learned models
- software quality classification
- decision trees
- feature selection
- training data
- streaming data
- sensor networks
- concept drift
- feature set
- learning models
- data distribution
- stream data
- attribute selection
- data sets
- change detection
- artificial neural networks
- decision tree algorithm
- multi objective
- feature subset
- high dimensional
- classification accuracy