Ensemble of Classifiers Based on Genetic Reducts and K-Nearest Neighbors Classifier for Data with Non Missing Values.
Malgorzata Przybyla-KasperekPublished in: ISD (2021)
Keyphrases
- missing values
- training data
- k nearest neighbor
- missing data
- high dimensional data
- incomplete data
- data sets
- missing attribute values
- knn
- knn classifier
- nearest neighbor
- unseen data
- support vector machine
- feature values
- data quality
- rough sets
- input data
- classification method
- classification algorithm
- neural network
- test data
- training samples
- learning algorithm
- training examples
- training set
- data analysis
- nearest neighbour
- incomplete data sets
- data distribution
- pattern recognition
- support vector
- classifier ensemble
- decision trees
- nearest neighbor algorithm
- k nearest
- feature selection