Controlling for Unobserved Confounds in Classification Using Correlational Constraints.

Virgile Landeiro Aron Culotta

Published in: CoRR (2017)

Keyphrases

classification accuracy
pattern recognition
classification systems
pattern classification
classification scheme
classification algorithm
feature extraction

classification process
automatic classification
class labels
text classification
preprocessing
machine learning
feature space

support vector
supervised classification
global constraints
machine learning algorithms
feature vectors
decision rules
training samples

classification method
supervised learning
classification models
constrained optimization
objective function
training data
unsupervised learning