Google Machine Learning Bootcamp 2022/Improving Deep Neural Networks5 1. Practical Aspects of Deep Learning #1 Setting up your Machine Learning Application Train / Dev / Test sets Previous: 70% / 30%, 60% / 20% / 20% Modern: 1M number of data (Big data) -> make dev, test sets as small as possible (ex. 98% / 1% / 1%) In mismatched train/test distribution, ensure that dev and test come from the same distribution. Not having a test set might be okay. (Only dev set) Bias / Variance Basic Recipe for Machine L.. 2022. 7. 5. 이전 1 2 다음
