An Ensemble Machine Learning Approach for Benchmarking and Selection of scRNA-seq Integration Methods.
Konghao ZhaoSapan BhandariNathan P. WhitenerJason M. GraysonNatalia KhuriPublished in: BCB (2023)
Keyphrases
- machine learning
- machine learning methods
- significant improvement
- benchmark datasets
- artificial intelligence
- data mining
- data driven approaches
- ensemble methods
- cross validation
- knowledge acquisition
- pattern recognition
- reinforcement learning
- decision trees
- neural network
- computational cost
- natural language
- empirical studies
- machine learning algorithms
- bayesian networks
- machine learning models
- publicly available data sets