필터 지우기
필터 지우기

can anyone say this is overfitting or not using this plot???

조회 수: 3 (최근 30일)
Deepika B
Deepika B 2020년 3월 13일
답변: Raunak Gupta 2020년 3월 17일
OVERFITTING OR NOT ???

답변 (1개)

Raunak Gupta
Raunak Gupta 2020년 3월 17일
Hi,
Since the validation loss is not changing a lot so the model is in a plateau. Either it reached the maximum accuracy that can be achieved, or it is in local minima. I suggest checking it with higher learning rate at later epochs so that if the model is in local minimum it can come out of it. You can schedule the learning rate in trainingOptions with LearnRateDropPeriod and ‘LearnRateDropFactor if using trainNetwork.

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by