Data-driven assessment of dimension reduction quality for single-cell omics data.
Xiaoru DongRhonda BacherPublished in: Patterns (2022)
Keyphrases
- dimension reduction
- data driven
- data sets
- high dimensional data
- database
- input data
- data sources
- data samples
- neural network
- data analysis
- high dimensional
- image data
- training data
- original data
- feature space
- feature selection
- object recognition
- reinforcement learning
- data points
- principal component analysis
- computer vision
- linear discriminant analysis
- machine learning