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Merge branch 'option-to-force-error-in-machine-constructor' of https://github.com/alan-turing-institute/MLJBase.jl into option-to-force-error-in-machine-constructor
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src/machines.jl

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Return the current global default value for scientific type checking
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when constructing machines.
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default_scitype_check_level(i)
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default_scitype_check_level(i::Integer)
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Set the global default value for scientific type checking to `i`.
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### Checks on the types of training data
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A model articulates it's data requirements using [scientific
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A model articulates its data requirements using [scientific
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types](https://juliaai.github.io/ScientificTypes.jl/dev/), i.e.,
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using the [`scitype`](@ref) function instead of the `typeof` function.
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