Invariance

Understanding Bias and Variance in Machine Learning Models

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Understanding Bias and Variance in Machine Learning Models

In the world of machine learning, accuracy is crucial. You strive to make your model more accurate by tuning and optimizing parameters, but you can never achieve 100% accuracy. This is the harsh reality of your prediction/classification models; they can never be zero-error. In this article, I will discuss why this happens and other methods … Read more

Discussing Position and Scale Issues in CNNs

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Discussing Position and Scale Issues in CNNs

Click on the above“Beginner Learning Vision” to choose to add a Star or “Top” Important content delivered first Source | Zhihu Author | Huang Piao Link | https://zhuanlan.zhihu.com/p/113443895 This article is for academic exchange only. If there is any infringement, please contact for deletion. Introduction Recently, I came across several interesting articles and referred to … Read more