Data science is science's second chance to get causal inference right: A classification of data science tasks.
Miguel A. HernánJohn HsuBrian HealyPublished in: CoRR (2018)
Keyphrases
- data science
- statistical learning
- machine learning
- big data
- causal inference
- supervised learning
- text classification
- model selection
- training set
- learning algorithm
- decision trees
- text mining
- support vector machine
- feature space
- feature extraction
- data processing
- information theory
- decision boundary
- data mining
- databases
- maximum likelihood
- cloud computing
- frequency domain
- high dimensional
- feature selection
- discrete data