Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
classification technique |
| gptkbp:abbreviation |
gptkb:PLS-DA
gptkb:Partial_Least_Squares_Discriminant_Analysis |
| gptkbp:alternativeTo |
gptkb:principal_component_analysis
linear discriminant analysis |
| gptkbp:basedOn |
gptkb:partial_least_squares_regression
|
| gptkbp:category |
gptkb:machine_learning
data mining multivariate analysis |
| gptkbp:firstDescribed |
1990s
|
| gptkbp:handles |
high-dimensional data
collinear variables |
| https://www.w3.org/2000/01/rdf-schema#label |
PLS discriminant analysis
|
| gptkbp:output |
class prediction
discriminant function |
| gptkbp:requires |
labeled data
|
| gptkbp:usedFor |
supervised classification
|
| gptkbp:usedIn |
gptkb:chemometrics
bioinformatics omics data analysis |
| gptkbp:bfsParent |
gptkb:Partial_Least_Squares_(statistical_method)
|
| gptkbp:bfsLayer |
7
|