Evaluation of classification in single cell atac-seq data with machine learning methods.
Hongzhe GuoZhongbo YangTao JiangShiqi LiuYadong WangZhe CuiPublished in: BMC Bioinform. (2022)
Keyphrases
- machine learning methods
- machine learning
- machine learning algorithms
- data processing
- raw data
- data collection
- database
- data sets
- statistical methods
- high quality
- multi class
- data distribution
- data analysis
- classification accuracy
- knowledge discovery
- prior knowledge
- data mining methods
- pattern recognition
- synthetic data
- feature extraction
- training data
- bayesian methods
- machine learning approaches
- extracted features
- learning algorithm
- feature selection
- classification algorithm
- data mining algorithms
- training samples
- labeled data
- data sources
- image data
- probability distribution