A Novel Feature Selection-Based Sequential Ensemble Learning Method for Class Noise Detection in High-Dimensional Data.
Kai ChenDonghai GuanWeiwei YuanBohan LiAsad Masood KhattakOmar AlfandiPublished in: ADMA (2018)
Keyphrases
- ensemble learning
- high dimensional data
- feature selection
- similarity measure
- pairwise
- data sets
- high dimensionality
- test data
- input data
- low dimensional
- classification accuracy
- nearest neighbor
- dimensionality reduction
- feature set
- multi dimensional
- data points
- missing values
- benchmark datasets
- support vector machine svm
- database
- neural network
- machine learning methods
- face recognition
- missing data
- pattern recognition
- knowledge discovery
- model selection
- knn