Algorithm Bias

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

Generative AI in Judicial Decision-Making: Possibilities and Limits

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XU Hui, LI Junqiang (School of Law, Xiangtan University, Hunan Xiangtan 411105) Author Introduction: XU Hui(1998—), male, from Yancheng, Jiangsu, master’s student at Xiangtan University, mainly engaged in research on criminal procedure law; LI Junqiang(1979—), male, from Changzhi, Shanxi, PhD, associate professor and master’s supervisor at Xiangtan University, mainly engaged in research on legal history. … Read more