Studying Up Machine Learning Data: Why Talk About Bias When We Mean Power?
Milagros MiceliJulian PosadaTianling YangPublished in: CoRR (2021)
Keyphrases
- machine learning
- data sets
- training data
- data analysis
- complex data
- raw data
- data collection
- data sources
- data points
- big data
- sensor data
- synthetic data
- database
- data structure
- probability distribution
- data quality
- decision trees
- high quality
- input data
- data mining techniques
- end users
- pattern recognition
- small number
- data acquisition
- statistical methods
- data streams
- original data
- feature selection
- neural network
- historical data