Supervised application of internal validation measures to benchmark dimensionality reduction methods in scRNA-seq data.
Forrest C. KochGavin J. SuttonIrina VoineaguFatemeh VafaeePublished in: Briefings Bioinform. (2021)
Keyphrases
- data sets
- database
- raw data
- input data
- dimensionality reduction methods
- knowledge discovery
- data analysis
- dimensionality reduction
- high dimensional data
- learning algorithm
- computer vision
- pattern recognition
- training data
- semi supervised
- unsupervised learning
- labeled data
- sample size
- data distribution
- original data
- machine learning