Efficient Batch-Incremental Classification Using UMAP for Evolving Data Streams.
Maroua BahriBernhard PfahringerAlbert BifetSilviu ManiuPublished in: IDA (2020)
Keyphrases
- evolving data streams
- incremental learning
- classification accuracy
- decision trees
- support vector
- text classification
- class labels
- image classification
- random forests
- feature extraction
- stream mining
- single pass
- machine learning methods
- classification algorithm
- machine learning algorithms
- supervised learning
- feature vectors
- data streams
- unsupervised learning
- data processing