Used and loved by millions
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
based on the retained
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "based on the retained" is grammatically correct and can be used in written English.
It can be used in contexts where you are referring to something that is derived or determined from what has been kept or preserved. Example: "The final decision was based on the retained data from the previous experiments."
✓ Grammatically correct
Science
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
8 human-written examples
The best fitted model, based on the retained environmental variables, that explains the genera assemblage is shown in Table S5 and illustrated in Fig. 5.
Science
We then re-estimated the MLE for each model parameter based on the retained tree(s).
Science
DAPC provides membership probabilities of each individual for the different populations of the study based on the retained discriminant functions.
Science
CFA based on the retained 29 items and using the full sample (N = 319) showed acceptable to good model fit (RMSEA = 0.045; CFI = 0.941, TLI = 0.937) (Table 4).
Science
Consensus motifs are derived based on the retained sequences and can be used for predictions of potential ligands in a target proteome [ 16].
Substantial evidence has indicated that direct human-dog contact might be a route of human infection based on the retained infectivity and pathogenicity of embryonated T. canis eggs recovered from dog hair [ 33- 35].
Science
Human-verified similar examples from authoritative sources
Similar Expressions
52 human-written examples
It was confirmed that the polymer network based on the macromonomer retained a large amount of liquid electrolyte over 80 wt.% in stable state.
Science
The first model omitted the SNP effects, and used a relationship matrix based on the pedigree retained to estimate the polygenic effects and the polygenic (co variances of traits 1 and 2 (model A).
Even though an in vitro lipolysis experiment estimated rank order of MCT>LCT>SCT, based on the drug retained in aqueous part after lipolysis, in vivo results have provided a different rank order LC T>MCT>SCT
Science
However, the method based on the SSIM correctly retained the object (Figure 1k,l,m,n).
In a February 2014 issue of Nature Nanotechnology, the group reported that batteries based on the new material retained 97% of their original capacity after 1000 charge and discharge cycles.
Science & Research
Expert writing Tips
Best practice
When using "based on the retained", ensure it's clear what specific elements are being retained and how they influence the subsequent analysis or decision.
Common error
Avoid using "based on the retained" without clearly specifying what data, items or criteria were actually retained. Provide specific context for clarity.
Source & Trust
82%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "based on the retained" functions as a prepositional phrase, typically modifying a noun or clause. It indicates the foundation or rationale for something, specifying that it is derived from elements that have been kept or preserved. Ludwig AI confirms this usage.
Frequent in
Science
80%
News & Media
10%
Formal & Business
10%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "based on the retained" is a grammatically correct and professionally acceptable prepositional phrase used to denote that something is derived or justified by elements that have been intentionally kept or preserved. It finds primary usage in scientific and formal contexts. As Ludwig AI confirms, it is most effective when the specific elements being 'retained' are clearly articulated to avoid ambiguity. While alternatives like "derived from the retained" and "informed by the retained" exist, the choice depends on the specific nuance you wish to convey.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
derived from what was retained
This alternative uses "derived" instead of "based", emphasizing the origin of something from the retained elements.
founded upon the retained
Similar to "based on", but with a slightly stronger emphasis on establishment.
informed by the retained
This emphasizes that the retained information influenced or shaped something.
grounded in the retained
Suggests a solid and reliable basis in the retained elements.
stemming from the retained
This suggests that the result originates or arises from what was retained.
drawing upon the retained
This indicates using the retained information as a resource or foundation.
dependent on the retained
This highlights the reliance on the retained information for a particular outcome.
predicated on the retained
This alternative suggests a more formal or logical basis.
contingent on the retained
This emphasizes that something is conditional upon what has been retained.
hinging on the retained
Suggests that the outcome entirely depends on what has been retained.
FAQs
How can I use "based on the retained" in a sentence?
You can use "based on the retained" to indicate that a decision, analysis, or conclusion is derived from specific elements that have been kept or preserved. For example: "The model was "based on the retained" variables after feature selection".
What's the difference between "based on the retained" and "derived from the retained"?
"Based on the retained" generally means using something as a foundation or starting point. "Derived from the retained" implies that something originates or is obtained directly from what has been kept. The nuance lies in whether it's a starting point or a direct consequence.
What can I say instead of "based on the retained"?
You can use alternatives like "derived from what was retained", "informed by the retained", or "stemming from the retained" depending on the context.
Is "based on the retained data" grammatically correct?
Yes, "based on the retained data" is grammatically correct. It follows the standard structure of using a prepositional phrase to indicate the foundation or source of something.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
82%
Authority and reliability
4.1/5
Expert rating
Real-world application tested