A comparison of local explanation methods for high-dimensional industrial data: A simulation study.
Niklas FriesPatrik RydénPublished in: Expert Syst. Appl. (2022)
Keyphrases
- simulation study
- high dimensional data
- high dimensional
- data sets
- noisy data
- statistical methods
- data points
- database
- data mining methods
- raw data
- sparse data
- original data
- data collection
- data mining techniques
- input data
- data analysis
- human experts
- statistical analysis
- probability distribution
- data mining applications
- spatial data
- preprocessing
- data quality
- data structure
- training data
- missing values
- input space
- nearest neighbor
- data processing
- face recognition
- end users
- bayesian networks
- dimensionality reduction
- monte carlo
- missing data
- low dimensional