predictor is based

USAGE SUMMARY

The phrase "predictor is based" is correct and usable in written English.
It can be used when discussing the foundation or underlying principles of a predictor in a statistical or analytical context. Example: "The accuracy of the model is largely determined by how well the predictor is based on relevant historical data."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

15 human-written examples

The consensus backbone dynamics predictor is based on a neural network architecture.

Nature

The predictor is based on support vector regression and uses phylogenetic and structural features specific to genes involved in HCM.

The American Journal of Human Genetics

The fuzzy predictor is based on a set of fuzzy rules derived from experimental observations and expert knowledge.

Environmental Modelling & Software

In particular, our predictor is based on the fifth algebraic order Adams-Bashforth scheme and our corrector on the sixth algebraic order Adams-Moulton scheme.

Mathematical and Computer Modelling

The key idea is that the elastic predictor is based on the solution to a beam theory boundary value problem while the dissipative corrector is entirely local (and hence can be parallelized) and is applied by considering the beam as a two or three dimensional body.

International Journal of Solids and Structures

Basically the proposed predictor is based on the two-stage embedding scheme using rhombus pattern [8].

EURASIP Journal on Image and Video Processing

Human-verified similar examples from authoritative sources

Similar Expressions

45 human-written examples

Our previously described differentiation score predictor was based on genomic data of the MaSC/BiP-, pL- and mL-enriched subpopulations of Lim's et al. [ 9] (i.e., training set).

Breast Cancer Research and Treatment

The first stage predictor was based on the expression level of 10 genes, and predicted the time to next relapse with a resolution of 500 days (error rate 0.079, p < 0.001).

BMC Medical Genomics

This allowed for a much clearer interpretation of results in the meta-analysis, as pooled estimates for each predictor were based on variables that were closely operationalized or measured across studies as opposed to variables that were grouped in more general categories (e.g., "functional status").

BMC Geriatrics

A recently proposed solution to increase quality of traditional predictors is based on filtering predictions of sequence-based methods using profiling of miR and mRNA expressions [ 16].

Algorithms for Molecular Biology

Studies show the admissibility of simultaneous prediction in the class of nonhomogeneous linear predictors is based on the admissibility of simultaneous prediction in the class of homogeneous linear predictors.

Journal of Inequalities and Applications

Expert writing Tips

Best practice

When using "predictor is based", clearly state the foundation upon which the predictor is built to ensure transparency and understanding. For instance, specify the data, assumptions, or models that form the basis of the prediction.

Common error

Avoid vague statements when using "predictor is based". Always specify what the predictor is based on. For example, instead of saying "the predictor is based on available data", specify "the predictor is based on historical sales data from the past five years".

Linguistic Context

The phrase "predictor is based" functions as a declarative statement specifying the foundation or underlying principle of a predictive model or tool. As confirmed by Ludwig AI, this phrase is grammatically sound and commonly used in various contexts to explain the basis of a predictor.

Expression frequency: Uncommon

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Ludwig's WRAP-UP

In summary, the phrase "predictor is based" is a grammatically correct and useful expression primarily found in scientific and technical contexts. Ludwig AI confirms its validity, and it serves to clearly state the foundation upon which a predictive model or tool is built. While alternatives like "predictor relies on" or "predictor is founded on" exist, the core meaning remains consistent: elucidating the basis of a prediction. Best practice involves explicitly stating this base to avoid ambiguity, ensuring clarity and transparency in communication.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

predictor relies on

This alternative suggests a dependence of the predictor on something else.

predictor is founded on

Implies a strong and stable base for the predictor.

predictor is dependent on

Emphasizes the conditional nature of the predictor's function.

predictor stems from

Suggests the origin or source of the predictor.

predictor draws from

Indicates that the predictor uses information from a specific source.

predictor is derived from

Highlights the process by which the predictor is obtained or developed.

predictor originates from

Focuses on the place or point where the predictor began.

predictor is rooted in

Suggests a deep and fundamental connection.

predictor hinges on

Implies that the predictor's success or validity is heavily reliant on a specific factor.

predictor takes its basis from

A more verbose way of saying something is based on something else.

FAQs

How can I use "predictor is based" in a sentence?

Use "predictor is based" to indicate the foundation or core principle upon which a prediction is made. For example, "The weather predictor is based on atmospheric pressure and temperature readings".

What are some alternatives to "predictor is based"?

You can use alternatives such as "predictor relies on", "predictor is founded on", or "predictor is derived from" depending on the specific context.

Is it correct to say "the prediction is based on the predictor"?

While grammatically correct, it's more common and clearer to state what the predictor itself is based on, as the predictor is what generates the prediction. A better phrasing might be, "The prediction, generated by the predictor, relies on historical data."

What is the difference between saying "predictor is based on" and "predictor uses"?

"Predictor is based on" emphasizes the foundational elements or principles that the predictor relies upon. "Predictor uses" simply indicates the tools or data the predictor employs, without necessarily implying that these are fundamental to its construction or validity. For example, a predictor is based on a statistical model, and it uses data to generate predictions.