A methodology for evaluating multi-objective evolutionary feature selection for classification in the context of virtual screening.
Fernando JiménezHoracio Emilio Pérez SánchezJosé T. PalmaGracia SánchezCarlos MartínezPublished in: Soft Comput. (2019)
Keyphrases
- feature selection
- multi objective evolutionary
- classification accuracy
- feature space
- text classification
- machine learning
- feature extraction
- virtual screening
- high dimensionality
- feature set
- decision trees
- model selection
- image segmentation
- training set
- feature vectors
- query processing
- dimensionality reduction
- statistically significant