trivial input

USAGE SUMMARY

The phrase "trivial input" is correct and usable in written English.
It can be used in contexts where you are referring to data or information that is considered insignificant or of little importance in a given situation. Example: "In this experiment, we will focus on the significant variables and disregard any trivial input that does not affect the outcome."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

Consider (3) y i = sign ∑ j = 1 s v α j y j d j, d i + b sign (y i ) = relevant if    y i ≥ 0, unrelevant if    y i < 0. For nonlinear cases (ϕ is not trivial), input samples are mapped to a feature space, dimensionally higher than original one, where a linear separation may be feasible (see Figure 2).

BioMed Research International

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

It is now clear that in the neuropathic state the expression of certain channels is modified, and that these changes underlie the plasticity of responses that occur to generate inappropriate pain signals from normally trivial inputs.

Seminars in Cell & Developmental Biology

Obtaining medical care requires non-trivial time input on the part of consumers, particular those over the age of 65.

Health Economics Review

Spatial aggregation of radar cells is made based on the sub-catchment partitioning obtained from the Self-Organizing Map (SOM), and then flood forecasting is made by the Adaptive Neuro Fuzzy Inference System (ANFIS) models coupled with a 2-staged Gamma Test (2-GT) procedure that identifies the optimal non-trivial rainfall inputs.

Journal of Hydrology

In this respect, the trivial spikes are input driven events that occur with high probability and independently from the intrinsic biophysical properties of the neuron.

Plosone

Oracles are well defined for trivial domains, when inputs and outputs of the program are, e.g., numbers or texts, but for more complex domains, some challenges exist.

Journal of the Brazilian Computer Society

This is not a trivial task, though: sensory input is often noisy, and more often than not open to several interpretations.

Plosone

However, this method was designed for two-color microarray data, thus a non-trivial data transformation on input data was required.

BMC Genomics

For better or worse, these $400 speaker docks lack any other feature besides the arguably trivial feature of a 3.5mm input on the backside.

TechCrunch

In comparison, a naive approach of phasing the input genotypes provides trivial upper bounds of twice the number of genotypes.

Algorithms for Molecular Biology

At every step, it selects the largest non-trivial cluster present in some input tree that does not overlap with any of the previously chosen clusters.

Algorithms for Molecular Biology

Expert writing Tips

Best practice

When using "trivial input", ensure the context clearly establishes why the input is considered insignificant. Quantify the impact, if possible, to reinforce the point.

Common error

Avoid dismissing "trivial input" too quickly. Sometimes seemingly insignificant data points can reveal underlying patterns or confounding variables when analyzed in conjunction with other factors.

Linguistic Context

The phrase "trivial input" functions as an adjective-noun combination, where "trivial" modifies the noun "input". It serves to categorize the input as being of little significance or importance. Ludwig examples illustrate its use in various scientific and technical contexts.

Expression frequency: Very common

Frequent in

Science

67%

News & Media

23%

Formal & Business

10%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "trivial input" is a phrase used to describe insignificant or unimportant data. Ludwig AI confirms the phrase is grammatically correct and is commonly found in scientific and technical contexts, although it also appears in news and media. While it's crucial to identify and, when appropriate, disregard what is considered "trivial input", be cautious not to overlook potentially relevant confounding variables. Consider alternatives like "insignificant data" or "minor input" based on the specific context to enhance clarity. Always quantify the impact of data, if possible, to reinforce why it is considered trivial.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

insignificant data

This alternative focuses on the data's lack of importance or impact.

minor input

This alternative emphasizes the small scale or degree of the input.

negligible data

This highlights that the data is so small it can be disregarded.

inconsequential contribution

This focuses on the input's lack of effect or importance to the overall outcome.

unimportant information

This simply states that the information provided is not important.

irrelevant data

This suggests the data is not related or applicable to the current situation.

meaningless input

Highlights the lack of value or significance of the input.

routine data

Emphasizes the common or ordinary nature of the input, making it less noteworthy.

superfluous input

Indicates the input is unnecessary or excessive.

non-essential data

This means the data is not required or critical.

FAQs

How can I use "trivial input" in a sentence?

You can use "trivial input" to describe data or information that is insignificant or has little impact on a particular outcome. For example: "We can disregard the "trivial input" as it does not affect the final results."

What are some alternatives to "trivial input"?

Alternatives to "trivial input" include "insignificant data", "minor input", and "negligible data" depending on the specific context.

When is it appropriate to disregard "trivial input"?

It is appropriate to disregard "trivial input" when its impact is demonstrably negligible and does not affect the overall analysis or outcome. However, always ensure that such dismissals are justified and well-documented.

Is "trivial input" always unimportant?

While "trivial input" typically refers to unimportant data, its potential impact should still be considered. Sometimes, seemingly insignificant details can provide valuable insights when analyzed in conjunction with other factors.