predictive window

USAGE SUMMARY

The phrase "predictive window" is correct and usable in written English.
It can be used in contexts related to forecasting, analytics, or any situation where a time frame for predictions is being discussed. Example: "The predictive window for our sales forecast extends over the next three months, allowing us to adjust our strategies accordingly."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

2 human-written examples

In the next time step, the predictive window moves forward with one time interval and all the algorithms is repeated.  .

Journal of Modern Power Systems and Clean Energy

The objective function is optimized as a function of the set of future TCL control signals to be applied to the system during the predictive window.

Journal of Modern Power Systems and Clean Energy

Human-verified similar examples from authoritative sources

Similar Expressions

57 human-written examples

Additionally, the parameters of the predictive models, window length, cost, and gamma value of the SVM models were optimized to maximize predictive accuracy.

BioMed Research International

There is likely a predictive clinical window of opportunity to detect microscopic disease in the early disease setting before micrometastases lead to incurable macrometastases years after initial diagnosis.

Clinical Epigenetics

Using the Parzen-Rosenblatt Window method, predictive models of protein target associations were constructed based on compound structures.

Journal of Cheminformatics

We applied a machine learning approach, support vector machines (SVMs), to sliding windows of contiguous genes in the P trichocarpa genome to identify any regions where the combination of expression patterns for all genes within the window were predictive of sex.

BMC Plant Biology

This paper investigates occupant behaviour of window-use in night-time naturally ventilated offices on the basis of a pilot field study, conducted during the summers of 2006 and 2007 in Cambridge, UK, and then demonstrates the effects of employing night-time ventilation on indoor thermal conditions using predictive models of occupant window-use.

Solar Energy

All statistical data were analyzed by the Predictive Analytic SoftWare for Windows version 19 (IBM Corporation, Armonk, NY, USA).

BMC Gastroenterology

Static windows are predictive of bacteriostatic activity; however, they do not rule out the possibility that some bactericidal activity might occur at some drug concentrations or longer drug exposures as has been observed for fluoroquinolone antibiotics (34, 35).

Antimicrobial Agents and Chemotherapy

To build a predictive model, the Parzen-Rosenblatt Window method [18] was used as the basis of a multi-class classification algorithm.

Journal of Cheminformatics

The retraining (sliding) window for the predictive models is shown in Figure 2, where fNN stands for the mapping function of the NN model (MLP or QNU).

BioMed Research International

Expert writing Tips

Best practice

When discussing predictive models, clearly define the "predictive window" to avoid ambiguity about the timeframe for which predictions are valid.

Common error

Avoid using "predictive window" without specifying its duration. For example, instead of saying 'The predictive window showed a trend', specify 'The 3-month predictive window showed a declining trend'.

Linguistic Context

The phrase "predictive window" functions as a noun phrase, where "predictive" acts as an adjective modifying the noun "window". It's used to describe a specific timeframe or interval within which predictions are considered relevant or valid, as shown by Ludwig.

Expression frequency: Rare

Frequent in

Science

60%

News & Media

20%

Formal & Business

20%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "predictive window" is a noun phrase describing the timeframe for which a forecast or predictive model is valid. Ludwig AI confirms that the phrase is grammatically correct and can be used in writing related to forecasting, analytics, or discussions involving a time frame for predictions. Though relatively rare, "predictive window" appears most frequently in scientific and formal business contexts. When using this phrase, it's important to clearly specify the length of the "predictive window" to avoid ambiguity. Alternatives like "forecasting period" or "prediction timeframe" can be used to convey a similar meaning. The phrase serves to define and clarify the temporal boundaries of predictive accuracy.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

forecasting period

Directly replaces "predictive window" with a common term for forecasting duration.

forecast horizon

Replaces "predictive window" with a term that emphasizes the temporal range of a forecast.

prediction timeframe

Substitutes "window" with "timeframe", focusing on the duration within which predictions are made.

look-ahead period

Emphasizes the act of looking into the future for predictive purposes.

forward-looking window

Highlights the forward-looking nature of the predictive process.

anticipation interval

Replaces "predictive" with "anticipation" and "window" with "interval", highlighting the anticipation aspect of forecasting.

estimation horizon

Emphasizes the estimation aspect of prediction over a defined period.

projection span

Focuses on the range or duration of a projection.

prospective timeline

Focuses on the timeline related to future prospects and predictions.

future time frame

A more general term that refers to any timeframe in the future being considered for predictions.

FAQs

How is the term "predictive window" used in practice?

The term "predictive window" is used to define the specific time frame for which a predictive model's forecasts are considered valid or relevant. It helps to clarify the scope and limitations of the predictions.

What is the difference between "predictive window" and "forecast horizon"?

While both terms relate to forecasting, "predictive window" emphasizes the bounded time interval for prediction, whereas "forecast horizon" often refers to the total length of time into the future that a forecast covers. They are very similar and can often be used interchangeably.

What are some alternatives to using "predictive window" in a report?

Depending on the context, alternatives to "predictive window" include "forecasting period", "prediction timeframe", or "look-ahead period". These options provide varied emphasis while retaining a similar meaning.

In predictive modeling, why is it important to define a clear "predictive window"?

Defining a clear "predictive window" is crucial because the accuracy and reliability of predictions typically degrade over time. Specifying the window ensures that users of the model understand the period during which the predictions are most likely to be accurate.