Evaluation of feature extraction methods with ensemble learning for breast cancer classification.
Yuki OnoYoshihiro MitaniPublished in: LifeTech (2022)
Keyphrases
- ensemble learning
- cancer classification
- random forest
- ensemble methods
- gene selection
- cancer diagnosis
- generalization ability
- microarray
- feature selection
- gene expression data
- microarray data
- feature set
- data sets
- decision trees
- feature extraction
- prediction accuracy
- prior knowledge
- base classifiers
- data streams
- pattern recognition
- concept drift
- bayesian networks
- support vector machine
- fold cross validation
- gene expression profiles
- semi supervised