What is the role of regularization techniques in preventing overfitting in linear regression?

What is the role of regularization techniques in preventing overfitting in linear regression?

题目类型: 技术面试题

这是一道技术面试题，常见于澳洲IT公司面试中。

难度: hard

标签: interviewbit, linear-regression, topic-specific, regression, machine-learning

参考答案摘要

Regularization techniques, such as L1 and L2 regularization, are used in linear regression to prevent overfitting by adding a penalty term to the cost function. This penalty term encourages the model ...

本题提供 STAR 原则详细解答和技术解析，登录匠人学院学习中心即可查看完整答案。