Data Mining for Data Classification Based on the KNN-Fuzzy Method Supported by Genetic Algorithm.
José L. A. RosaNelson F. F. EbeckenPublished in: VECPAR (2002)
Keyphrases
- classification method
- knn
- k nearest neighbor
- support vector machine svm
- classification algorithm
- classification accuracy
- knn algorithm
- k nearest neighbour
- genetic algorithm
- data mining
- dimensionality reduction methods
- support vector machine
- input data
- data sets
- text classification
- data analysis
- distance function
- training data
- distance measurement
- training samples
- knowledge discovery
- nearest neighbour
- feature space
- input space
- neural network
- high dimensional data
- nearest neighbor
- fuzzy logic
- text categorization
- missing data
- class labels
- multi class
- data points
- artificial neural networks
- similarity measure
- decision trees
- machine learning
- knn classifier