Pathway-Based Single-Cell RNA-Seq Classification, Clustering, and Construction of Gene-Gene Interactions Networks Using Random Forests.
Hailun WangPak ShamTiejun TongHerbert PangPublished in: IEEE J. Biomed. Health Informatics (2020)
Keyphrases
- random forests
- decision trees
- machine learning algorithms
- random forest
- gene gene interactions
- ensemble methods
- classification accuracy
- image classification
- logistic regression
- machine learning
- machine learning methods
- feature extraction
- high dimensionality
- support vector machine
- feature set
- support vector machine svm
- training set
- feature space
- support vector
- feature selection
- data sources
- high speed
- benchmark datasets
- class labels