Data-Driven Machine Learning Approach for Predicting Missing Values in Large Data Sets: A Comparison Study.
Ogerta ElezajSule YildirimEdlira KalemiPublished in: MOD (2017)
Keyphrases
- missing values
- data driven
- machine learning
- missing data
- data analysis
- cost sensitive learning
- missing data imputation
- data imputation
- incomplete data
- missing information
- high dimensional data
- data sets
- knowledge discovery
- data mining
- data matrix
- pattern recognition
- decision trees
- feature values
- machine learning algorithms
- exponential family
- computer vision
- incomplete data sets
- data cleaning
- imputation methods
- feature selection
- missing attribute values