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Justyna Jupowicz-Kozak quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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integrated prediction

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "integrated prediction" is correct and usable in written English.
It can be used in contexts where predictions are made based on a combination of different data sources or models. Example: "The integrated prediction model combines data from various sensors to provide a more accurate forecast of weather conditions."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

12 human-written examples

Fig. 9 Prediction of SOMs and metabolites for AZD9291 and comparison of the integrated prediction performance of RD-Metabolizer and MetaPrint2D-React.

From the analysis of the above studies, the instructional strategies that have been reported to be successful with program and algorithm visualizations are prediction worksheets with visualization Ben-Bassat Levyy et al. 2003), exercise sheets (Laakso et al. 2009), integrated prediction activity (Hansen et al. 2000), and online quiz (Hansen et al. 2000).

For example, the MEDLINE search flagged 457 integrated prediction studies and 503 integrated intervention studies.

These information sources enabled us to implement and evaluate an integrated prediction approach based on the concept of k-nearest neighbours learning (kNN).

To test this hypothesis, candidate miRNA targets were identified in silico through a combination of TargetScan 5.0 and integrated prediction databases in miRWalk and by inverse miRNA:mRNA correlation patterns as described in the section Materials and Methods.

The human DISC1 sequence was submitted to the disorder prediction meta-server, MetaPrDOS (meta Protein DisOrder prediction System), that utilizes seven independent prediction methods to produce a consensus integrated prediction.

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Human-verified similar examples from authoritative sources

Similar Expressions

48 human-written examples

The modelled connectivity, in fact, appears suitable not only to characterize sediment dynamics at the catchment scale but also to integrate prediction models and as a tool for helping geomorphological interpretation.

mirDIP integrates prediction databases to elucidate accurate microRNA:target relationships.

Science

Plosone

We integrate prediction databases, compare predictions to in vitro data, and use cross-database predictions to model the microRNA:transcript interactome – referred to as the micronome – to study microRNA involvement in well-known signalling pathways as well as associations with disease.

Science

Plosone

Integrating prediction tools with electronic record systems will enable researchers not only to improve classification algorithms using high-dimensional datasets, but also to avoid time and effort transferring data into the classification system.

By virtue of its unique and sophisticated pattern of connections with prediction areas of the brain, as well as its capacity to retain information within an internal recurrent collateral system, the prefrontal cortex is strategically situated to receive and integrate prediction error messages simultaneously from the various memory regions of the brain via both inhibitory and excitatory mechanisms.

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Expert writing Tips

Best practice

When using "integrated prediction", specify which elements are being combined to provide a clearer understanding of the predictive process.

Common error

Avoid using "integrated prediction" without specifying the data or models integrated. Be specific about the factors contributing to the prediction for clarity.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

82%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "integrated prediction" functions as a noun phrase, where "integrated" modifies the noun "prediction". It describes a type of prediction that is made by combining or incorporating multiple factors or methods. As Ludwig AI suggests, this phrase indicates a comprehensive approach to forecasting.

Expression frequency: Common

Frequent in

Science

60%

Academia

20%

News & Media

10%

Less common in

Formal & Business

5%

Encyclopedias

3%

Wiki

2%

Ludwig's WRAP-UP

In summary, the phrase "integrated prediction" is grammatically sound and commonly used, particularly within scientific and academic domains, to describe forecasts that incorporate multiple data sources or models. Ludwig AI confirms its usability. Alternatives such as "combined forecast" or "holistic prediction" can be used depending on the nuance you wish to convey. When using "integrated prediction", ensure you specify which elements are integrated for clarity and precision. The phrase is well-regarded in authoritative sources and offers a reliable way to communicate a comprehensive forecasting approach.

FAQs

How can "integrated prediction" be used in a sentence?

You can use "integrated prediction" to describe a system or model that combines multiple data sources to make a more accurate forecast. For example, "The company uses an integrated prediction model to forecast sales based on market trends and customer behavior."

What is the difference between "integrated prediction" and "combined forecast"?

"Integrated prediction" refers to the process of combining different elements for prediction, while "combined forecast" refers to the result of that process. The former focuses on the methodology, and the latter focuses on the output.

What are some alternatives to using "integrated prediction"?

You can use alternatives like "holistic forecast", "unified prediction", or "comprehensive prediction" depending on the specific context.

In what contexts is "integrated prediction" commonly used?

"Integrated prediction" is frequently used in scientific research, data analysis, and forecasting to describe methods that combine diverse datasets and algorithms.

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Source & Trust

82%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Most frequent sentences: