Statements (20)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:machine_learning_technique
|
| gptkbp:category |
gptkb:regularization_technique
|
| gptkbp:effect |
improves generalization
reduces training time |
| gptkbp:implementedIn |
gptkb:TensorFlow
gptkb:Keras gptkb:PyTorch |
| gptkbp:monitors |
validation accuracy
validation loss |
| gptkbp:parameter |
gptkb:personal_computer
patience mode min_delta |
| gptkbp:purpose |
prevent overfitting
|
| gptkbp:stopsTrainingWhen |
monitored metric stops improving
|
| gptkbp:usedIn |
gptkb:machine_learning
deep learning |
| gptkbp:bfsParent |
gptkb:PyTorch_Lightning_Callbacks
|
| gptkbp:bfsLayer |
7
|
| https://www.w3.org/2000/01/rdf-schema#label |
EarlyStopping
|