Multiset sparse partial least squares path modeling for high dimensional omics data analysis.
Attila CsalaAeilko H. ZwindermanMichel H. HofPublished in: BMC Bioinform. (2020)
Keyphrases
- partial least squares
- high dimensional
- dimension reduction
- data analysis
- canonical correlation analysis
- high dimensional data
- low dimensional
- high dimensionality
- discriminant analysis
- dimensionality reduction
- principal component regression
- principal component analysis
- variable selection
- machine learning
- data mining
- image classification
- nearest neighbor
- data points
- pattern recognition
- training data
- image processing