anusha2
January 17, 2024, 11:26am
1
Can some one please tell
What is validation set in data labelling of ai center
I know about training and evaluation set
Thankyou
Anusha
Anil_G
January 17, 2024, 11:28am
2
@anusha2
Evaluation set is the validation set
Cheers
anusha2
January 17, 2024, 11:31am
3
But why we have separately in filters
Anil_G
January 17, 2024, 11:33am
4
@anusha2
It is just that…the evaluation and validation sets can be set differently to test of different types of filesor evaluate on different sets
Basically if they are evaluation then it is used to evaluate the current model…and if it is validation it would not evaluate but will vaidate the results and we need to retrain on top of it
Cheers
anusha2
January 17, 2024, 6:49pm
5
Hi
Thankyou for your reply
Can you please elaborate little more
Still confused about validation one
Evaluation i got it
Anil_G
January 17, 2024, 7:14pm
6
@anusha2
Here is a little more detailed explanation
Hi @frankie.amendola , welcome to the Community.
Validation documents are a subset of the training dataset that are used to assess the performance of a ML model during training. These documents are not used to update the model’s parameters but instead are used to evaluate its performance metrics, such as accuracy or F1 score, at different stages of the training process.
Typically, a portion of the training dataset is held out as a validation dataset, and the remaining documents are used to upda…
Cheers
1 Like
