Partial Least Squares Discriminant Analysis
GPTKB entity
Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
|
| gptkbp:abbreviation |
gptkb:PLS-DA
|
| gptkbp:basedOn |
gptkb:Partial_Least_Squares_regression
|
| gptkbp:developedBy |
1990s
|
| gptkbp:feature |
supervised learning
dimension reduction latent variable modeling |
| gptkbp:handles |
high-dimensional data
multicollinearity |
| https://www.w3.org/2000/01/rdf-schema#label |
Partial Least Squares Discriminant Analysis
|
| gptkbp:implementedIn |
gptkb:Python
gptkb:MATLAB R |
| gptkbp:predicts |
categorical variables
|
| gptkbp:relatedTo |
gptkb:Linear_Discriminant_Analysis
Principal Component Analysis |
| gptkbp:requires |
response variable to be categorical
|
| gptkbp:used_in |
gptkb:chemometrics
bioinformatics omics data analysis |
| gptkbp:usedFor |
gptkb:dictionary
|
| gptkbp:bfsParent |
gptkb:PLS_discriminant_analysis
|
| gptkbp:bfsLayer |
8
|