Deep learning III - II Machine Learning Strategy 2 - Bias and Variance with mismatched data distribu

时间 2020-12-20

标签 Bias with mismatch data variance with mismatch data 繁體版

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Bias and Variance with mismatched data distribution 不相称数据分布的偏差和方差应对在mismatched data distribution情况下的模型评估，构建了development-train set作为中间评估手段。各个数据集之间的error反应的模型的问题如下图所示举个例子：如何消除由于data mismatch 造成的模型问题

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1. Deep learning III - II Machine Learning Strategy 2 - Mismatched training and dev/test set
2. Deep learning III - II Machine Learning Strategy 2 - Transfer Learning 转换学习
3. Deep learning III - II Machine Learning Strategy 2 - Multi-task Learning 多任务学习
4. Course3 - machine learning strategy 2
5. Shallow Learning —Bias and Variance
6. Machine learning(9): Bias-variance tradeoﬀ
7. Machine Learning - Coursera week6 Bias vs Variance
8. Machine and Deep Learning with Python
9. Machine Learning Notes II
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