Validation set used for early-stopping. Do I retrain the model using the validation data as training data?
117722
Interplay between early stopping and cross validation
84407
How to judge if a supervised machine learning model is overfitting or not?
91230
Danger of setting all initial weights to zero in Backpropagation
19606
How is Hyndman's explanation of proper Time Series Cross Validation different from Leave-One-Out?
126055
Using the validation data
150758
How does cross-validation overcome the overfitting problem?
156460
Expanding a dataset based on a weight field
62842
Most common method for deciding when to stop training a neural net on a batch
138454
Determining sample size for ML algorithm validation
34923
How does leave-one-out cross-validation work? How to select the final model out of $n$ different models?
118276
Multivariate multiple regression validation
128261
Can you compare AIC values as long as the models are based on the same dataset?
139196
Is there a way to 'compress' an lm() object for later prediction?
103967
How to split data into 3 sets (train, validation and test)?
67247
Dataset seems to break Information
83655
Assumptions behind cross-validation
123017
How does a back-propagation training algorithm work?