under prediction

USAGE SUMMARY

The phrase "under prediction" is not commonly used in written English and may not be clear in its meaning.
It could be used in contexts related to forecasting or statistical analysis, but it would require additional context to clarify its intent. Example: "The model's under prediction of sales figures led to a significant inventory shortage."

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

8 human-written examples

Therefore, relatively high values of S indicate the model is generally over predicting, while lower values indicate a general under prediction by the model.

EPJ Data Science

b CDF under prediction.

EURASIP Journal on Wireless Communications and Networking

The reasons for the large under prediction were discussed.

Engineering Fracture Mechanics

The effort is mainly put on inferring patterns from the inhabitants' lifestyle and performing actions under prediction assessments.

EURASIP Journal on Embedded Systems

Based on probabilistic results, even under prediction uncertainties, electricity cost saving and ramp-rate reduction is achievable.

Applied Energy

It is believed that excessive underflow volumetric flow rates are responsible for under prediction of the overflow density.

Minerals Engineering

Human-verified similar examples from authoritative sources

Similar Expressions

52 human-written examples

In this way our new, simplified approach was able to identify low calibration levels (eg, under- prediction) which could be further refined.

Clinical Epidemiology

Incorporation of this will likely further improve the model and its predictive performance and address the slight under-prediction of the clearance in the PBPK simulations.

CPT: Pharmacometrics and Systems Pharmacology

In addition to under-prediction, comparative algorithms are known to have trouble predicting start/stop codons in flanking regions [19].

Plosone

This is important because evidence shows that young people from deprived backgrounds are more likely to suffer from under-prediction.

The Guardian

The under-prediction by ~ 10% in Models B and D occurs because ftot is ~0.9.

Earth, Planets and Space

Expert writing Tips

Best practice

When using "under prediction", ensure that the context clearly indicates what is being predicted and what the actual outcome was. This helps avoid ambiguity.

Common error

Avoid using "under prediction" when you mean a general lack of estimation. "Underestimation" is more appropriate when you are describing a general value and not a future projection.

Linguistic Context

The phrase "under prediction" functions as a noun phrase, typically used to describe situations where a forecasted or modeled outcome is lower than the actual result. This phrase helps to identify and analyze inaccuracies in predictive models, as Ludwig shows.

Expression frequency: Uncommon

Frequent in

Science

87%

News & Media

7%

Formal & Business

6%

Less common in

Reference

0%

Wiki

0%

Social Media

0%

Ludwig's WRAP-UP

In summary, "under prediction" refers to instances where a predicted value is less than the actual outcome. Ludwig AI suggests it is mostly used in scientific contexts to analyze errors in forecasting models. While grammatically acceptable, Ludwig indicates that the phrase may not be as common as alternatives like "underestimation". When writing, ensure the context clarifies the subject and avoid confusion with general "underestimation". Pay attention to other alternatives, like "lower prediction" or "inaccurate forecast", depending on the nuance you need to communicate.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

underestimation

Focuses on the act of estimating too low, shifting the emphasis from prediction to general assessment.

lower prediction

Uses a more direct adjective-noun structure, simplifying the phrase while maintaining core meaning.

inaccurate forecast

Shifts from a generic 'prediction' to a more specific 'forecast', implying a future-oriented estimation that is incorrect.

deficient forecast

Emphasizes the inadequacy of the prediction, suggesting it falls short of expectations or requirements.

conservative estimate

Highlights a cautious or deliberately low estimation, useful when describing scenarios where a lower value is intentionally chosen.

downward revision

Implies a change from a previous higher prediction to a lower one, suitable in contexts involving updates or corrections.

optimistic bias reduction

Emphasizes correcting an over-optimistic prediction, focusing on mitigating a specific kind of error.

reduced forecast

Directly states that a forecast has been lessened or decreased, useful for indicating a change in projected outcomes.

forecast shortfall

Highlights the gap between the predicted value and the actual result, emphasizing the deficiency.

predictive deficiency

Draws attention to the inherent flaw or weakness in the predictive model or method.

FAQs

What does "under prediction" mean?

"Under prediction" refers to a situation where a predicted or forecasted value is lower than the actual outcome. It indicates that the prediction model or method failed to accurately capture the full extent of the event or value being predicted.

When is it appropriate to use "under prediction"?

Use "under prediction" when you specifically want to highlight that a forecast or prediction was lower than the actual outcome. It's suitable in contexts where you're analyzing the accuracy of predictive models or assessing risks associated with inaccurate forecasts. Consider alternatives like "underestimation" or "lower prediction" if the context doesn't require the specificity of a forecast.

What's the difference between "under prediction" and "over prediction"?

"Under prediction" means the predicted value is lower than the actual value, while "over prediction" means the predicted value is higher than the actual value. Both terms are used to describe the accuracy of a prediction model, but they highlight different types of errors.

Are there any synonyms for "under prediction"?

While "under prediction" is a specific term, you can use synonyms like "underestimation" or "conservative estimate" in some contexts. The best choice depends on the specific nuance you want to convey. Is the focus on forecast accuracy or conservative assessment?