AI Glossary
The complete dictionary of Artificial Intelligence
162
categories
2,032
subcategories
23,060
terms
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Partial Dependence Plots (PDP)
Graphical method that visualizes the marginal effect of one or two features on a model's average prediction by marginalizing over all other features.
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ALE (Accumulated Local Effects)
Method that calculates the effects of features on model predictions by accumulating local differences, avoiding the bias of feature correlations present in PDP.
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Decision Tree Surrogates
Technique that trains an interpretable decision tree to approximate the behavior of a complex model by using the model's predictions as targets.
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