EarlyStopping

GPTKB entity

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