Clinical Feature Ranking Based on Ensemble Machine Learning Reveals Top Survival Factors for Glioblastoma Multiforme.
Gabriel CeronoOmbretta MelaiuDavide ChiccoPublished in: J. Heal. Informatics Res. (2024)
Keyphrases
- feature ranking
- machine learning
- feature selection
- support vector machine
- random forest
- high dimensionality
- feature subset selection
- feature subset
- missing values
- gene selection
- machine learning methods
- classification models
- pattern recognition
- fold cross validation
- ensemble methods
- ensemble learning
- clustering algorithm
- text categorization
- model selection
- learning tasks
- decision trees
- text classification
- logistic regression
- text mining
- feature selection algorithms
- information extraction
- active learning
- feature set
- selected features
- genetic programming
- microarray