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| Both sides previous revisionPrevious revisionNext revision | Previous revision | ||
| data_mining:strategy [2018/05/21 17:29] – [Human level performance] phreazer | data_mining:strategy [2018/05/21 18:50] (current) – [Human level performance] phreazer | ||
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| What's human-level error? Best performance possible as a human / usefullness | What's human-level error? Best performance possible as a human / usefullness | ||
| + | Measure of error between Human Error, Train Error and Dev error | ||
| + | |||
| + | * Avoidable bias: Human level <> Training Error | ||
| + | * Train bigger model | ||
| + | * Train longer/ | ||
| + | * NN architecture/ | ||
| + | * Variance: Training Error <> Dev Error | ||
| + | * More data | ||
| + | * Regularization | ||
| + | * NN architecture/ | ||