Construct · 1 fields · 1 citations

partial dependence plot: a standalone construct

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Machine learning

a plot of a fitted model's average prediction as one or two features vary, with the other features averaged out.

In machine learning, partial dependence plot refers to a plot of a fitted model's average prediction as one or two features vary, with the other features averaged out. This meaning comes from Friedman (2001) in The Annals of Statistics.[1]

Unit
Recovery means
Measured by

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Nearby constructs

dependence4 fields · 5 citationsjingle · one word, four constructs learning6 fields · 14 citationsjingle · one name, six constructs model3 fields · 3 citationsjingle · one word, three constructs

References

Friedman, J. H. (2001). Greedy function approximation: A gradient boosting machine. The Annals of Statistics, 29(5), 1189-1232. https://doi.org/10.1214/aos/1013203451

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