A tutorial showing, through a synthetic hiring example, that covariate shift, sample selection bias, and imbalance bias in training data can be learned by a neural network and visualized interactively.
Parallel coordinates: a tool for visualizing multi-dimensional geometry
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.LG 1years
2019 1verdicts
UNVERDICTED 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
Understanding Bias in Machine Learning
A tutorial showing, through a synthetic hiring example, that covariate shift, sample selection bias, and imbalance bias in training data can be learned by a neural network and visualized interactively.