Statements (13)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
|
| gptkbp:describes |
limitations of PCA in high-dimensional data
|
| https://www.w3.org/2000/01/rdf-schema#label |
The Curse of PCA
|
| gptkbp:problemIn |
gptkb:machine_learning
data analysis |
| gptkbp:refersTo |
gptkb:curse_of_dimensionality
sensitivity to noise difficulty in selecting principal components loss of interpretability in high dimensions overfitting in PCA |
| gptkbp:relatedTo |
Principal Component Analysis
|
| gptkbp:bfsParent |
gptkb:Zoey_101
|
| gptkbp:bfsLayer |
5
|