Statements (20)
Predicate | Object |
---|---|
gptkbp:instanceOf |
machine learning technique
|
gptkbp:category |
regularization technique
|
gptkbp:effect |
improves generalization
reduces training time |
https://www.w3.org/2000/01/rdf-schema#label |
EarlyStopping
|
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 |
6
|