How can I debug my AI application effectively?
An example of an AI chatbot conversation about debugging AI applications.
How can I debug my AI application effectively?
Debugging an AI application involves checking your data, model, and code. What specific issues are you facing?
I'm getting unexpected results from my model predictions.
Have you checked the input data for inconsistencies or errors? Sometimes, data quality can significantly affect predictions.
Yes, the data seems fine. Could it be a problem with the model architecture?
Absolutely! The model architecture can impact performance. What type of model are you using?
I'm using a neural network with several layers.
In that case, consider checking for overfitting or underfitting. You might want to adjust the number of layers or neurons.
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