Might mean (unverified): Too few parameters for complexity.
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We found one dictionary that defines the word underparameterized:

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  1. underparameterized: Wiktionary

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Definitions from Wiktionary (underparameterized)

▸ adjective:  Insufficiently parameterized

Similar:
unparameterized, nonparameterized, unparameterizable, unparameterised, undermodified, unparametrised, nonparameterizable, underconstrained, unparametrized, deparameterized, more...

Opposite:
overparameterized, well-parameterized, fully-parameterized

▸ Words similar to underparameterized

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Similar:
unparameterized, nonparameterized, unparameterizable, unparameterised, undermodified, unparametrised, nonparameterizable, underconstrained, unparametrized, deparameterized, more...

Opposite:
overparameterized, well-parameterized, fully-parameterized



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