Identifying Molecular Subtypes of Breast Cancer using Single Cell RNA-Seq Data Integration and Random Forest Classification.
Muhammad SufyanPeter Jerome Ishmael PaulinoPublished in: Int. J. Bioinform. Res. Appl. (2024)
Keyphrases
- breast cancer
- data integration
- random forest
- decision trees
- fold cross validation
- logistic regression
- feature set
- cancer classification
- databases
- data model
- data sources
- data warehouse
- data management
- ensemble methods
- supervised learning
- business intelligence
- text classification
- biological data
- ensemble classifier
- support vector
- feature vectors
- classification accuracy
- machine learning
- cancer diagnosis
- multi label
- support vector machine
- image classification
- machine learning algorithms
- database
- machine learning methods
- class labels
- feature space
- bayesian networks
- feature extraction
- feature ranking
- naive bayes