Algorithmic failure as a humanities methodology: machine learning's mispredictions identify rich cases for qualitative analysis.
Jill Walker RettbergPublished in: CoRR (2023)
Keyphrases
- qualitative analysis
- machine learning
- quantitative analysis
- fault tree
- content analysis
- statistical methods
- pattern recognition
- machine learning methods
- data mining
- failure modes
- social sciences
- text mining
- machine learning algorithms
- text classification
- computational intelligence
- knowledge representation
- data analysis
- image sequences
- multimedia
- computer vision
- learning algorithm
- real world
- neural network
- image features
- knowledge acquisition
- model selection
- image analysis
- high level
- feature selection
- statistical machine learning