limited prediction

USAGE SUMMARY

The phrase "limited prediction" is correct and usable in written English.
It can be used in contexts where you want to describe a forecast or estimation that has constraints or is not comprehensive. Example: "The model provides a limited prediction of future sales due to the lack of historical data."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

13 human-written examples

In [17], authors conclude that the early increase in HR during the first 10 min of the TTT has limited prediction power.

EURASIP Journal on Advances in Signal Processing

In addition, there are limited prediction model for the service-life of treated concretes, though many tests were conducted to measure the barriers properties of these surface treatments.

Construction and Building Materials

Four significant SNPs have limited prediction ability for thyroid cancer.

Cancer Medicine

On the other hand, the low density of markers and a moderate training population size may have limited prediction accuracy.

BMC Genomics

Even for closely related breeds, within- or across-breed trained molecular breeding values have limited prediction accuracy for breeds that were not in the training set.

Genetics, Selection, Evolution

The diagnosis of pathology of the cuff muscles is commonly based on an initial physical examination, which has limited prediction values, and can be established with a high precision by more sophisticated imaging modalities such as ultrasound and MRI.

Bone and Joint Research

Human-verified similar examples from authoritative sources

Similar Expressions

47 human-written examples

Initially we limited predictions to transcriptional regulators that recognize promoters of other genes or have a direct effect on known transcriptional factors.

BMC Genomics

This interference can significantly limit prediction accuracy.

Microprocessors and Microsystems

The important role of environmental covariates in limiting prediction uncertainty suggests including additional covariates is pivotal to improving POLaccuracycuraccuracy

Geoderma

The two consecutive cues were presented with a randomized inter-cue duration of 1.0 1.6 s and were pseudo-randomized in type, thereby limiting prediction of the timing of the imperative cues and anticipation of the desired response.

European Journal of Neuroscience

Still, it said, large uncertainties limit predictions of the extent and consequences -- good and bad -- of future warming.

The New York Times

Expert writing Tips

Best practice

When using "limited prediction", clearly state the factors that constrain the prediction to provide context and manage expectations.

Common error

Avoid presenting a "limited prediction" as a definitive outcome. Instead, emphasize the constraints and potential variability inherent in the forecast.

Linguistic Context

The phrase "limited prediction" functions as a noun phrase, where 'limited' modifies 'prediction', indicating a forecast or estimation that is subject to constraints or has reduced accuracy. Ludwig AI confirms its usability, showing its appropriateness in academic and scientific contexts.

Expression frequency: Uncommon

Frequent in

Science

70%

News & Media

15%

Formal & Business

15%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "limited prediction" is a grammatically sound and usable term in English, as verified by Ludwig AI. It is most commonly found in scientific and academic contexts. It conveys that a forecast or estimation is not fully reliable or comprehensive. The sources are mostly scientific publications, indicating a formal register. When using "limited prediction", it is important to clarify the factors that constrain the prediction and avoid overstating its certainty. Related phrases include "poor forecast" and "inaccurate anticipation". Be aware of the potential for misinterpretation by overstating the reliability of a forecast with limited scope.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

poor forecast

Indicates a forecast with low accuracy or reliability.

inaccurate anticipation

Highlights the lack of precision in foreseeing future events.

restricted prognosis

Implies a constrained or narrow outlook on future developments.

uncertain projection

Emphasizes the lack of definiteness in a future estimate.

unreliable estimation

Suggests the estimation is not dependable or trustworthy.

imprecise forecasting

Highlights the lack of exactness in the forecasting process.

narrow scope of prediction

Focuses on the constrained range or extent of the predictive capability.

reduced predictive power

Indicates a decrease in the capacity to accurately forecast.

constrained anticipation

Suggests that expectation is held back or restricted by other factors.

fallible forecast

The forecast is subject to error or failure.

FAQs

How can I use "limited prediction" in a sentence?

You might say, "Due to incomplete data, the model offers only a "limited prediction" of the market's behavior."

What are some alternatives to "limited prediction"?

Consider using phrases like "poor forecast", "inaccurate anticipation", or "uncertain projection" depending on the context.

What does it mean when a model offers a "limited prediction"?

It means the prediction is constrained by certain factors, such as incomplete data, simplifying assumptions, or inherent uncertainties, which affect the forecast's accuracy.

Is it acceptable to rely on a forecast that provides a "limited prediction"?

While a "limited prediction" should not be the sole basis for decision-making, it can provide valuable insights when considered alongside other information and a clear understanding of its limitations.