to trade off the complexity vs to trade-off the run time

These two phrases are not directly comparable as they refer to different concepts. 'To trade off the complexity' means to balance or exchange one aspect for another in terms of complexity, while 'to trade-off the run time' suggests balancing or exchanging one aspect for another in terms of runtime. Both phrases are correct in their respective contexts.

Last updated: March 21, 2024 • 440 views

to trade off the complexity

This phrase is correct and commonly used in English.

This phrase means to balance or exchange one aspect for another in terms of complexity. It is often used in discussions about design, decision-making, or optimization.

Show examples from the web [+]

A common case is that you have several models of the same form of differing complexities, and you want to trade off the complexity with the degree of fit.
optimizes them by minimizing the Bayesian information criterion (BIC) to trade-off the complexity of the model with its accuracy. We evaluate our approach on ...
that it is important for learning algorithms to be able to trade-off the complexity (or information content) of i with the complexity of σ. Hence, a good risk bound ...
in a greedy, top-down fashion, to trade off the complexity of a classifier against its performance. To penalize complex classifiers, we evaluate two different ...

to trade-off the run time

This phrase is correct and commonly used in English.

This phrase means to balance or exchange one aspect for another in terms of runtime. It is commonly used in discussions related to performance optimization, software development, or project management.

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to trade off the complexity vs to trade-off the run time