What does additive model mean?

Definitions for additive model
ad·di·tive mod·el

This dictionary definitions page includes all the possible meanings, example usage and translations of the word additive model.


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Wikipedia

  1. Additive model

    In statistics, an additive model (AM) is a nonparametric regression method. It was suggested by Jerome H. Friedman and Werner Stuetzle (1981) and is an essential part of the ACE algorithm. The AM uses a one-dimensional smoother to build a restricted class of nonparametric regression models. Because of this, it is less affected by the curse of dimensionality than e.g. a p-dimensional smoother. Furthermore, the AM is more flexible than a standard linear model, while being more interpretable than a general regression surface at the cost of approximation errors. Problems with AM include model selection, overfitting, and multicollinearity.

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Numerology

  1. Chaldean Numerology

    The numerical value of additive model in Chaldean Numerology is: 4

  2. Pythagorean Numerology

    The numerical value of additive model in Pythagorean Numerology is: 6

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"additive model." Definitions.net. STANDS4 LLC, 2024. Web. 1 May 2024. <https://www.definitions.net/definition/additive+model>.

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