011 ML Strategy(1)
其他
2021-03-08 13:57:24
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Introduction to ML Strategy
Why ML Strategy?
Orthogonalization
Setting up your goal
Single number evaluation metric
Satisficing and optimizing metrics
Train/dev/test distributions
When to change dev/test sets and metrics
Comparing to human level performance
Why human-level perfomance
Avoidable bias
Understanding human-level performance
Surpassing human-level performance
Improving your model perfomance
转载自blog.csdn.net/m0_46427273/article/details/107973391