Statistics without Interpretation: A Sober Look at Explainable Machine Learning.
Sebastian BordtUlrike von LuxburgPublished in: CoRR (2024)
Keyphrases
- machine learning
- statistical methods
- artificial intelligence
- natural language processing
- pattern recognition
- machine learning methods
- learning algorithm
- computer vision
- machine learning algorithms
- supervised machine learning
- feature selection
- reinforcement learning
- decision trees
- machine learning and data mining
- data mining
- knowledge acquisition
- unsupervised learning
- data sets
- image segmentation
- semantic interpretation
- statistical inference
- databases
- learning systems
- text classification
- information extraction
- model selection
- semi supervised learning
- website
- support vector machine
- learning tasks
- inductive learning
- statistical learning
- image interpretation
- machine learning approaches
- feature space
- data analysis
- order statistics
- object recognition
- natural language