Statements (21)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
|
| gptkbp:basedOn |
gptkb:Partial_Least_Squares_regression
|
| gptkbp:category |
gptkb:machine_learning
multivariate analysis |
| gptkbp:commonIn |
omics data analysis
|
| gptkbp:developedBy |
1990s
|
| gptkbp:fullName |
gptkb:Partial_Least_Squares_Discriminant_Analysis
|
| gptkbp:handles |
high-dimensional data
collinear variables |
| https://www.w3.org/2000/01/rdf-schema#label |
PLS-DA
|
| gptkbp:input |
labeled data
|
| gptkbp:output |
class prediction
|
| gptkbp:relatedTo |
gptkb:Linear_Discriminant_Analysis
gptkb:PLS_regression |
| gptkbp:requires |
supervised learning
|
| gptkbp:usedFor |
gptkb:dictionary
|
| gptkbp:usedIn |
gptkb:chemometrics
metabolomics bioinformatics |
| gptkbp:bfsParent |
gptkb:PLS_discriminant_analysis
|
| gptkbp:bfsLayer |
8
|