Lightweight Inspection of Data Preprocessing in Native Machine Learning Pipelines.
Stefan GrafbergerJulia StoyanovichSebastian SchelterPublished in: CIDR (2021)
Keyphrases
- lightweight
- data preprocessing
- machine learning
- data mining
- feature selection
- preprocessing
- preprocessing step
- data cleaning
- pattern recognition
- feature ranking
- learning algorithm
- decision trees
- web usage mining
- text classification
- support vector machine
- neural network
- wireless sensor networks
- text mining
- natural language processing
- user interaction
- data integration
- web mining
- knowledge discovery
- feature space
- data analysis
- real world