A Comparative Study of Additive Local Explanation Methods based on Feature Influences.
Emmanuel DoumardJulien AligonElodie EscrivaJean-Baptiste ExcoffierPaul MonsarratChantal Soulé-DupuyPublished in: DOLAP (2022)
Keyphrases
- preprocessing
- information retrieval
- database
- information systems
- benchmark datasets
- case study
- significant improvement
- empirical studies
- weak classifiers
- optimization methods
- qualitative and quantitative
- computationally expensive
- image features
- decision trees
- website
- learning algorithm
- genetic algorithm
- neural network