MINTY: Rule-based Models that Minimize the Need for Imputing Features with Missing Values.
Lena StempfleFredrik D. JohanssonPublished in: CoRR (2023)
Keyphrases
- missing values
- incomplete data
- feature values
- missing data
- exponential family
- missing data imputation
- prior knowledge
- high dimensional data
- data matrix
- imputation methods
- incomplete data sets
- feature vectors
- unseen data
- feature extraction
- data imputation
- feature set
- probabilistic model
- data cleaning
- feature subset
- intrusion detection
- model selection
- data mining