Surrogate Models Client Guide
Fiddler’s explainability features require a model on the backend that can generate explanations for you.
📘 If you don't want to or cannot upload your actual model file, Surrogate Models serve as a way for Fiddler to generate approximate explanations.
A surrogate model will be built automatically for you when you call add_model_surrogate
.
You just need to provide a few pieces of information about how your model operates.
What you need to specify
Your model’s task (regression, binary classification, etc.)
Your model’s target column (ground truth labels)
Your model’s output column (model predictions)
Your model’s feature columns
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