Evaluating the Influence of Missing Data on Classification Algorithms in Data Mining Applications.
Luciano Costa BlombergDuncan Dubugras A. RuizPublished in: SBSI (2013)
Keyphrases
- missing data
- data mining applications
- incomplete data
- data mining tasks
- multiple imputation
- data mining algorithms
- learning algorithm
- knowledge discovery
- machine learning algorithms
- low rank
- data mining methods
- missing values
- decision trees
- data mining problems
- nearest neighbour
- structure from motion
- data analysis
- feature extraction
- information retrieval
- data mining
- training set
- real world
- databases
- missing information
- database