Classification of Single Cell Types using Small Sets of Expressed Genes: Comparative Analysis of Supervised Machine Learning Methods.
Aleksandar VeljkovicMirjana MaljkovicNenad MiticSasa N. MalkovMinjie LyuXin LinMarek MichalewiczGuanglan ZhangVladimir BrusicPublished in: BIBM (2021)
Keyphrases
- machine learning methods
- comparative analysis
- machine learning
- machine learning approaches
- machine learning algorithms
- ensemble methods
- learning algorithm
- supervised learning
- supervised classification
- statistical methods
- genome sequences
- fusion scheme
- semi quantitative
- classification accuracy
- gene selection
- training set
- cell cycle
- immune response
- unsupervised learning
- gene expression
- semi supervised
- bayesian methods
- arabidopsis thaliana