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data_mining:strategy [2018/05/21 17:31]
phreazer [Human level performance]
data_mining:strategy [2018/05/21 18:50] (current)
phreazer [Human level performance]
Line 56: Line 56:
  
 Measure of error between Human Error, Train Error and Dev error Measure of error between Human Error, Train Error and Dev error
 +
 +  * Avoidable bias: Human level <> Training Error
 +    * Train bigger model
 +    * Train longer/​better opti algos
 +    * NN architecture/​hyperparam search
 +  * Variance: Training Error <> Dev Error
 +    * More data
 +    * Regularization
 +    * NN architecture/​hyperparam search