Adaptive Feature Selection and Classification of Colon Cancer From Gene Expression Data: an Ensemble Learning Approach.
Ashraful IslamMohammad Masudur RahmanEshtiak AhmedFaisal ArafatMd Fazle RabbyPublished in: ICCA (2020)
Keyphrases
- ensemble learning
- colon cancer
- gene expression data
- gene expression
- cancer classification
- microarray
- cancer diagnosis
- random forest
- feature selection
- high dimensionality
- ensemble methods
- generalization ability
- microarray data
- gene selection
- data sets
- base classifiers
- gene expression profiles
- high dimensional
- unlabeled data
- decision trees
- tissue samples
- naive bayes
- multi class
- selected features
- machine learning
- data mining