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 ...
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