Exploring the Relationship Between Feature Attribution Methods and Model Performance.
Priscylla SilvaCláudio T. SilvaLuis Gustavo NonatoPublished in: CoRR (2024)
Keyphrases
- statistical models
- formal model
- conceptual model
- probabilistic model
- classification method
- mathematical model
- predictive model
- hybrid method
- machine learning methods
- experimental data
- prior knowledge
- statistical methods
- objective function
- classification models
- high level
- theoretical analysis
- benchmark datasets
- computer vision
- em algorithm
- feature set
- feature vectors
- artificial neural networks
- reinforcement learning
- linear models