Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
Give two suggestions to improve the performance of the model.

### Response:
1. Increase the training dataset size to help the model identify more patterns. 
2. Use more diverse techniques such as data augmentation and regularization to reduce overfitting.