Exploring quality dimensions in trustworthy Machine Learning in the context of official statistics: model explainability and uncertainty quantification.
Saeid MolladavoudiWesley YungPublished in: AStA Wirtschafts und Sozialstatistisches Arch. (2023)
Keyphrases
- machine learning
- mathematical model
- high quality
- management system
- computational model
- probabilistic model
- high level
- pattern recognition
- data sets
- contextual information
- support vector machine
- conceptual model
- statistical model
- theoretical framework
- parameter estimation
- text classification
- natural language processing
- prior knowledge
- data analysis
- computer vision
- artificial intelligence
- neural network