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the claim

A machine learning model is a mathematical function whose parameters are learned from training data.

the verdict
SUPPORTED
the evidence backs this
Recorded sources
2 sources for · 0 against

Counts group repeated records of the same source within each side. They do not measure evidence strength or source independence.

Is it true that a machine learning model is a mathematical function whose parameters are learned from training data?

Yes. A reference source states that a machine learning model is a type of mathematical model trained on a dataset, and a peer-reviewed paper describes a graph machine as a mathematical function whose parameters are adjusted during training. Together they support the claim that a machine learning model is a mathematical function with parameters learned from training data.

Verdict: SUPPORTED · 2 sources for, 0 against · Last checked

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Evidence for · 2
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Machine learning - Wikipedia. (n.d.). en.wikipedia.org. https://en.wikipedia.org/wiki/Machine_learning

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More for · 1
2007
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Goulon, A., Picot, T., Duprat, A., & Dreyfus, G. (2007). Predicting activities without computing descriptors: graph machines for QSAR.. doi.org. https://doi.org/10.1080/10629360601054313

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