Feature Selection as Causal Inference: Experiments with Text Classification.
Michael J. PaulPublished in: CoNLL (2017)
Keyphrases
- text classification
- causal inference
- feature selection
- text categorization
- additive noise
- causal models
- naive bayes
- rare events
- abductive reasoning
- discrete data
- machine learning
- text classifiers
- nonmonotonic reasoning
- support vector
- feature set
- labeled data
- high dimensionality
- feature selection algorithms
- feature space
- text mining
- knn
- multi label
- unlabeled data
- dimensionality reduction
- observational data
- spatial domain
- feature subset
- feature extraction
- multi class
- classification accuracy