How to choose an Explainability Method? Towards a Methodical Implementation of XAI in Practice.
Tom VermeireThibault LaugelXavier RenardDavid MartensMarcin DetynieckiPublished in: CoRR (2021)
Keyphrases
- high accuracy
- cost function
- computational cost
- significant improvement
- experimental evaluation
- synthetic data
- fully automatic
- high precision
- computationally efficient
- theoretical analysis
- feature set
- evaluation method
- classification method
- experimental study
- detection method
- optimization algorithm
- support vector machine svm
- data sets
- support vector machine
- classification accuracy
- probabilistic model
- optimal solution
- feature extraction
- learning algorithm