hand on machine learning with
generalization error 在测试集中的误差叫做 generalization error (or out-ofsample error) 验证集（P30） 需要验证集的目的：不能在训练100个模型找出最佳的参数。因为你使模型和参数自动适应了。 怎么使用？先用训练集训练带有不同超参数的很多个模型，然后你挑一个在验证集上表现最好的模型，选择这个模型的参数，最后用测试集测试
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相关文章
- 1. On Formalizing Fairness in Prediction with Machine Learning
- 2. [GPU] Machine Learning on C++
- 3. An Introduction to Machine Learning with Python
- 4. Classification and inference with machine learning
- 5. Machine and Deep Learning with Python
- 6. Tackling Climate Change with Machine Learning
- 7. Machine Learning on Spark -- Basic Statistics
- 8. Third week of machine learning on Coursera
- 9. Seventh week of machine learning on Coursera
- 10. Second week of machine learning on Coursera