Ten propositions on machine learning in official statistics.
Arnout van DeldenJoep BurgerMarco PutsPublished in: AStA Wirtschafts und Sozialstatistisches Arch. (2023)
Keyphrases
- machine learning
- statistical methods
- machine learning methods
- pattern recognition
- natural language processing
- artificial intelligence
- learning tasks
- machine learning algorithms
- supervised learning
- information extraction
- computer science
- natural language
- decision trees
- machine learning approaches
- learning algorithm
- machine learning and data mining
- statistical inference
- data sets
- inductive learning
- statistical modeling
- learning systems
- knowledge discovery
- reinforcement learning
- computer vision
- data mining
- neural network
- database
- knowledge acquisition
- case study
- feature selection
- statistical learning
- image statistics