Classification of Datasets with Missing Values: Two Level Approach.
Ivan BruhaPublished in: PRIS (2010)
Keyphrases
- missing values
- data imputation
- imputation methods
- missing data
- cost sensitive learning
- multivariate temporal data
- incomplete data
- incomplete data sets
- missing data imputation
- data stream classification
- feature values
- multiple imputation
- pattern recognition
- feature vectors
- classification accuracy
- text classification
- high dimensional data
- support vector
- unseen test data
- support vector machine svm
- decision trees
- missing information
- svm classifier
- missing attribute values
- informative features
- feature extraction
- data cleaning
- machine learning
- cost sensitive
- supervised learning
- support vector machine
- incomplete information
- neural network
- classification algorithm
- data sets