Introducing a Family of Synthetic Datasets for Research on Bias in Machine Learning.
William BlanzeiskyPádraig CunninghamKenneth KennedyPublished in: CoRR (2021)
Keyphrases
- synthetic datasets
- machine learning
- real life
- real dataset
- experimental study
- real world
- synthetic data
- machine learning methods
- machine learning algorithms
- inductive learning
- decision trees
- inductive bias
- pattern recognition
- information extraction
- knowledge acquisition
- learning algorithm
- data mining
- special case
- explanation based learning
- reinforcement learning
- computer vision
- original data
- neural network
- machine learning approaches
- bias variance analysis
- learning tasks
- text classification
- text mining
- support vector machine
- experimental evaluation
- active learning