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Add early stopping. #48

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7 changes: 7 additions & 0 deletions glossary.md
Original file line number Diff line number Diff line change
Expand Up @@ -572,6 +572,13 @@ A method of solving complex problems by breaking them down to sub-problems that
# E

## early stopping

In statistical mahine learning, **early stopping** is a regularization
technique used to stop overfitting the training data sequence in iterative
methods of learning. Early stopping checks if improving the fit of the learner
to the data sequence is at the expense of increase in generalization error and
stops the learning once this happens.

## economy
## effect
## effective branching factor
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