A ResNet-LSTM Based Credit Scoring Approach for Imbalanced Data

Algorithm 1

ACTGAN training algorithm.

Require: The gradient penalty coefficient , the number of iterations , the batch size , Adam hyperparameters

Create G, initialize , create D, initialize .

Fordo

 Fordo

  Sample real data , random noise , condition vector .

  …

 End for

  Update parameter

End for

Update parameter