build up the model

USAGE SUMMARY

The phrase "build up the model" is correct and usable in written English.
It can be used when discussing the process of developing or constructing a model, often in contexts like data science, machine learning, or project planning. Example: "To improve our predictions, we need to build up the model with more training data and refine its parameters."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

9 human-written examples

All of these machines work -- to use the business's term -- positively, meaning they build up the model by adding to it.

The New York Times - Tech

This helps to build up the model.

European Transport Research Review

The program R [22] and Matlab [23] were used to build up the model.

Chemistry Central Journal

It contains all the required data to build up the model and apply the methods described in detail in the previous chapters of this handbook.

The Boundary Flux Handbook A Comprehensive Database of Critical and Threshold Flux Values for Membrane Practitioners

A major criticism of QSAR models is that they reflect the current list of chemicals used to build up the model, but they cannot predict the values for new compounds.

Chemistry Central Journal

The software SIMPARO 7.3 with local data and an eco-invent database is used to build up the model, and the functional unit is defined as the daily wastewater disposal of a Singapore resident.

Journal of Environmental Management

Human-verified similar examples from authoritative sources

Similar Expressions

51 human-written examples

It has been found that model SSC describes reality with the accuracy expectable, when we built up the model layer by layer according to the degradation phase in time.

Procedia Engineering

The first two begin by building a model with all available genes and at each step remove a percentage of those that contribute less to the prediction of group membership, and the last builds up the model by testing all genes at each step and keeping the one that produces the most accurate classification for the next round.

British Journal of Cancer

A training set of 39 compounds were used to build up the models, which were then evaluated by a series of internal and external cross-validation techniques.

Journal of Molecular Structure

To identify independent risk factors that were associated with ICU fungal HAIs and ICU mortality, multiple logistic regression analyses were used to build up the models and adjust for confounders.

BMC Infectious Diseases

We build up the mathematical model in a stepwise manner, starting with a model of viral replication.

BMC Systems Biology

Expert writing Tips

Best practice

When using "build up the model", ensure you're clearly describing a process of incremental development or construction, rather than a one-time creation.

Common error

Avoid phrases like "the model was built up", which can sound less direct. Instead, use active voice: "we built up the model" to emphasize who is doing the building.

Linguistic Context

The phrase "build up the model" functions as a verb phrase, specifically a phrasal verb, where "build up" acts as the verb and "the model" serves as the direct object. As Ludwig AI highlights, this construction emphasizes the creation process.

Expression frequency: Uncommon

Frequent in

Science

70%

News & Media

20%

Formal & Business

10%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "build up the model" is a grammatically correct and usable verb phrase that describes the process of constructing or developing a model, often incrementally. As Ludwig AI confirms, it's suitable for use in various contexts, particularly in scientific and technical domains. While not exceedingly common, its presence in reputable sources like The New York Times and academic journals attests to its validity. The best practice involves using it when describing a step-by-step construction process, while avoiding the passive voice can enhance clarity. Alternative phrases, such as "develop the model" or "construct the model", offer similar meanings with subtle differences in emphasis.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

develop the model

Focuses on the overall creation and refinement process.

construct the model

Emphasizes the building aspect, as if from individual components.

create the model

Highlights the act of bringing the model into existence.

formulate the model

Suggests a more theoretical or conceptual approach.

establish the model

Conveys a sense of making the model stable or recognized.

design the model

Focuses on the planning and structure of the model.

build the model from scratch

Implies starting from nothing and creating the entire model.

implement the model

Refers to putting the model into practice or use.

refine the model

Suggests improving an existing model.

elaborate the model

Implies adding details and complexity to an existing model.

FAQs

What does "build up the model" mean?

The phrase "build up the model" refers to the process of constructing or developing a model incrementally, often adding layers or components over time. It suggests a gradual and progressive approach to model creation.

How can I use "build up the model" in a sentence?

You can use "build up the model" when describing how a model is created or improved step-by-step. For example, "We will "gradually build up the model", adding new features as we go along."

Which is more appropriate: "build up the model" or "develop the model"?

Both "build up the model" and "develop the model" are appropriate, but they emphasize different aspects. "Build up the model" suggests a more hands-on, constructive process, while "develop the model" is a broader term that encompasses all aspects of model creation and refinement.

What are some alternative phrases for "build up the model"?

Some alternatives to "build up the model" include "construct the model", "create the model", "formulate the model", and "establish the model". The best choice depends on the specific context and the nuance you want to convey.