Stacking Ensemble Method for Early and Advanced Stage Lung Adenocarcinoma Classification Based on miRNA Expression.
Adeel KhanNongyue HeIrfan TariqZhiyang LiPublished in: ICBBS (2021)
Keyphrases
- ensemble methods
- machine learning methods
- decision trees
- ensemble learning
- generalization ability
- benchmark datasets
- base classifiers
- gene expression
- classifier ensemble
- ensemble classifier
- support vector
- support vector machine
- model selection
- machine learning
- classification accuracy
- support vector machine svm
- prediction accuracy
- gene sets
- microarray data analysis
- training samples
- secondary structure
- individual classifiers
- random forest
- classification models
- image classification
- high dimensionality
- base learners
- classifier combination
- gene ontology
- lung cancer
- class labels
- machine learning algorithms
- text categorization
- feature selection