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How to know if ANN is giving good results?

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The ANN's R value appears satisfactory, yet the performance curve doesn't seem favorable. Can someone clarify what this indicates? Any assistance would be appreciated.

Accepted Answer

Shreeya
Shreeya on 7 Dec 2023
A good R2 score but the model not performing well on testing data may be an indicator of overfitting. You can try the below mentioned steps to improve the model performance.
  • Train the model on more features/predictors.
  • Data augmentation to generate more training data.
  • Regularization.
You can refer to the link below to understand more about regularization:
To understand more about overfitting and avoiding it, you can refer to the link below

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