Statements (13)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:concept
|
| gptkbp:affects |
high-dimensional data
|
| gptkbp:can_lead_to |
overfitting
|
| gptkbp:can_result_in |
information loss
|
| gptkbp:challenges |
gptkb:machine_learning
|
| gptkbp:describes |
dimensionality reduction issues
|
| https://www.w3.org/2000/01/rdf-schema#label |
The Curse of PCA
|
| gptkbp:is_associated_with |
loss of interpretability
|
| gptkbp:is_essential_for |
data preprocessing
|
| gptkbp:prevention |
feature selection
|
| gptkbp:related_to |
Principal Component Analysis
|
| gptkbp:bfsParent |
gptkb:Zoey_101
|
| gptkbp:bfsLayer |
5
|