Preview of "Data and its (dis)contents: A survey of dataset development and use in machine learning research".
Nicholas VincentBrent J. HechtPublished in: Patterns (2021)
Keyphrases
- machine learning
- database
- image data
- data analysis
- training dataset
- data collection
- knowledge discovery
- data structure
- case study
- data sources
- original data
- data processing
- statistical methods
- decision trees
- data mining
- synthetic data
- experimental data
- raw data
- development process
- high dimensional data
- data points
- text mining
- software engineering
- training data
- database systems
- feature selection
- artificial intelligence
- learning algorithm
- neural network