Early Stopping of Experiments
GPTKB entity
Statements (12)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
machine learning technique
|
| https://www.w3.org/2000/01/rdf-schema#label |
Early Stopping of Experiments
|
| gptkbp:monitors |
validation accuracy
validation loss |
| gptkbp:purpose |
prevent overfitting
|
| gptkbp:relatedTo |
regularization
model generalization |
| gptkbp:stopsAt |
performance degrades on validation set
|
| gptkbp:usedIn |
gptkb:machine_learning
deep learning |
| gptkbp:bfsParent |
gptkb:Sequential_Analysis
|
| gptkbp:bfsLayer |
7
|