I'm trying to understand the concept of epochs in machine learning. Specifically, I want to know what is implied when someone mentions training a model for 50 epochs.
6
answers
CryptoWizardry
Sat Dec 28 2024
In the realm of machine learning, a fundamental concept is the notion of epochs.
Raffaele
Sat Dec 28 2024
The choice of the optimal number of epochs is pivotal in achieving the best possible performance from the model.
ShintoMystic
Sat Dec 28 2024
Too few epochs may result in underfitting, where the model fails to capture the underlying patterns in the data.
LightningStrike
Sat Dec 28 2024
Epochs signify the total number of times the algorithm iterates through the entire training dataset.
SilenceStorm
Sat Dec 28 2024
This process is vital as it allows the model to gradually learn from the provided data.