Data Set Partitioning in Evolutionary Instance Selection.
Miroslaw KordosLukasz CzepielikMarcin BlachnikPublished in: IDEAL (1) (2018)
Keyphrases
- image compression
- instance selection
- data sets
- nearest neighbor
- text classification
- feature and instance selection
- data reduction
- multiple instance learning
- supervised learning
- multi class
- classification accuracy
- real world
- knowledge discovery and data mining
- evaluation criteria
- training data
- semi supervised learning
- training set
- genetic algorithm
- feature selection
- high dimensional data
- semi supervised
- non stationary
- data streams
- support vector machine
- machine learning
- feature space