predictions towards

USAGE SUMMARY

The phrase "predictions towards" is not commonly used in written English and may sound awkward.
It can be used when discussing forecasts or expectations related to a specific subject, but "predictions about" or "predictions for" are more standard. Example: "The predictions towards the economy's recovery were optimistic, but many experts remained cautious."

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

11 human-written examples

With the growing popularity of using QSAR predictions towards regulatory purposes, such predictive models are now required to be strictly validated, an essential feature of which is to have the model's Applicability Domain (AD) defined clearly.

Journal of Cheminformatics

Methods for propagation of traffic predictions towards their destinations are also defined.

Computer Communications

Large values of k are not recommended since this will shift the predictions towards the sample mean.

Carbon Balance and Management

The approach adopted for steering is shown to be effective in directing the evolution of the fire parameters, thereby driving the fire predictions towards the measurements.

Fire Safety Journal

A detailed series of tests explores the sensitivity of the model predictions towards variations in Cϕ and rt with Cϕ= 2 and rt= 0.935 found to work well in flame F and subsequently in flames D and E as well.

Combustion and Flame

This was in contradiction to the fact that assessment did find trees with very little damage (minimum of 0%, Table 2), but is likely to be a direct result of the BLUP methodology shrinking predictions towards the mean, particularly where there are only a few individual trees in this category.

New Zealand Journal of Forestry Science

Human-verified similar examples from authoritative sources

Similar Expressions

47 human-written examples

Please also refer to these papers for discussions of the hurdles to be overcome, including the ones that I mention (the lack of a basic cell, the problems of prediction) towards the end of the article.

The New York Times

Tetzlaff and Senger presented four different CNN-based approaches for epileptic seizure prediction towards an implantable seizure warning device working on any type of simple time-domain features[31].

EURASIP Journal on Advances in Signal Processing

Our method uses previously observed trajectories to build point-wise circular distributions that after combination, provide a statistical smooth prediction towards the most likely areas.

Image and Vision Computing

Here we present an in silico approach for quantitative target prediction towards superior cell factories.

BMC Systems Biology

Using centroid prediction towards the five subtypes in the Norway/Stanford data, 59 samples were classified as basal-like, 43 as ERBB2, 122 as luminal A, 54 as luminal B and 91 as normal-like tumors (Table 1).

Breast Cancer Research

Expert writing Tips

Best practice

When discussing predictions, consider using more common alternatives like "predictions for" or "predictions about" to ensure clarity and avoid potential awkwardness.

Common error

Avoid using "towards" excessively when framing predictions. While grammatically correct, it can make your writing sound unnatural. Opt for more direct prepositions like "for" or "about" to maintain a smoother flow.

Linguistic Context

The phrase "predictions towards" functions as a prepositional phrase, modifying a noun (usually related to forecasting or estimation). It specifies the direction or focus of those predictions. However, Ludwig AI indicates this phrasing is not the most common.

Expression frequency: Uncommon

Frequent in

Science

80%

News & Media

20%

Formal & Business

0%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "predictions towards" is a grammatically acceptable but somewhat uncommon way to express forecasts aimed at a specific target or direction. As Ludwig AI suggests, alternatives like "predictions for" or "predictions about" are generally preferred for clarity and naturalness. This phrase is more frequently found in scientific and technical writing, where precision is valued, but overuse can make writing sound awkward. When constructing sentences using "predictions towards", bear in mind that it can be replaced by shorter alternatives that increase clarity and readability.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

predictions for

Emphasizes the subject or area the predictions concern.

projections toward

Focuses on the act of extending current trends into the future.

forecasts regarding

Implies a formal or detailed analysis leading to the predictions.

estimates concerning

Suggests a more approximate calculation or judgment.

expectations for

Highlights anticipated outcomes or results.

outlook on

Refers to a general view or perspective about the future.

views regarding

Indicates opinions or beliefs about potential future developments.

assessments of

Suggests an evaluation of potential future scenarios.

anticipations about

Focuses on what is foreseen or expected.

speculations on

Implies a less certain or evidence-based prediction.

FAQs

What is a more common way to say "predictions towards"?

More common alternatives include "predictions for" or "predictions about", depending on the specific context.

Is "predictions towards" grammatically incorrect?

While not strictly incorrect, "predictions towards" is less common and may sound awkward to some. Using "predictions for" or "predictions about" is generally preferred.

When is it appropriate to use "predictions towards"?

It can be used when discussing forecasts or expectations related to a specific subject or goal, but other options are generally clearer. For example, you might say "the model directs the fire "predictions towards" the measurements".

What's the difference between "predictions towards" and "predictions for"?

"Predictions towards" implies a direction or aim, while "predictions for" simply indicates the subject of the predictions. The latter is usually more direct and easier to understand.