A Model-Agnostic Approach to Quantifying the Informativeness of Explanation Methods for Time Series Classification.
Thu Trang NguyenThach Le NguyenGeorgiana IfrimPublished in: AALTD@PKDD/ECML (2020)
Keyphrases
- experimental data
- statistical model
- preprocessing
- probabilistic model
- prior knowledge
- monte carlo simulation
- statistical models
- machine learning methods
- qualitative and quantitative
- formal model
- computational cost
- significant improvement
- graphical models
- theoretical analysis
- computational model
- mathematical models
- predictive model
- linear models
- classification models
- high level
- mathematical model
- management system