Post-hoc Explanations for Complex Model Recommendations using Simple Methods.
Dorin ShmaryahuGuy ShaniBracha ShapiraPublished in: IntRS@RecSys (2020)
Keyphrases
- mathematical model
- experimental data
- linear regression
- probabilistic model
- simple linear
- objective function
- significant improvement
- computational model
- theoretical framework
- prediction model
- formal model
- qualitative and quantitative
- machine learning methods
- post hoc
- linear models
- conceptual model
- least squares
- high level
- clustering algorithm
- learning models
- mathematical models
- face recognition