data requirements
reference dataset
Needs a baseline or reference dataset for comparison
2 techniques
| Goals | Models | Data Types | Description | |||
|---|---|---|---|---|---|---|
| Integrated Gradients | Algorithmic | Neural Network | Any | Integrated Gradients is an attribution technique that explains a model's prediction by quantifying the contribution of... | ||
| DeepLIFT | Algorithmic | Neural Network | Any | DeepLIFT (Deep Learning Important FeaTures) explains neural network predictions by decomposing the difference between... |
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