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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
model classifications included
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "model classifications included" is correct and usable in written English.
You can use it when referring to a list or set of classifications that are part of a model or framework in a specific context, such as research or data analysis. Example: "In our study, the model classifications included various species of plants and their corresponding growth patterns."
✓ Grammatically correct
Science
News & Media
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified similar examples from authoritative sources
Similar Expressions
60 human-written examples
SVMs have been widely used in the literature to model classification problems including facial expression recognition [27, 33, 34].
Racing in several different classifications, including the late-model stock cars and sleek, angular modified racers, is the focal point, but the events have also become gathering places for those who hate to see winter coming.
News & Media
Our approach is mainly focused on regression models and in the future we plan to extend it to classification models, including the analysis of model variables in chemical space partitioning.
Science
As shown in Figure 1, constructing the ensemble classification model includes the following 4 steps.
Our first classification model (Model 1) included all available variables (listed in research design and methods ) and found that subjects with a 1) HOMA-IR >5.9 or 2) HOMA-IR between 2.8 and 5.9 and HDL <51 mg/dL predicted insulin resistance with good specificity and sensitivity.
Science
This set was used to build classification models and included 514 plant, 279 animal, and 509 fungal sequences (Additional file 1: Table S1).
Science
We extracted three main classes of ground covers from a GIS of the Soil Occupation Model classification database [22]: artificial urban cover (including 54 habitat classes such as buildings, parking or roads), open urban cover (including 14 habitat classes such as gardens) and rural cover (including 15 habitat classes like forest and crop fields).
Science
In addition, MiRNAClassify is compared with other classification models, including SVM, naive Bayes, and Random Forest.
Note.-The accuracies are reported for several classification models; including, best hit BLAST, the decision tree analysis, SWDAS, and CVAS.
Science
To achieve extensive comparisons, three classical classification models including SVM [ 31- 33], KNN [ 34] and Random Forest [ 35] were used in our study.
Science
We use 5-fold cross validation to compare MiRNAClassify with other well-known classification models including the standard SVM, naive Bayes, and Random Forest.
Expert writing Tips
Best practice
When describing a model, be specific about the "model classifications included" to ensure clarity and avoid ambiguity. List the classifications explicitly to provide a comprehensive understanding.
Common error
Avoid vague language when detailing "model classifications included". Instead of saying "various types", list the specific categories to improve the accuracy and informative value of your description.
Source & Trust
83%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "model classifications included" functions as a modifier, specifically as a post-modifier within a noun phrase. It typically specifies what types or categories are encompassed by a particular model. Ludwig AI confirms its usability.
Frequent in
Science
67%
News & Media
33%
Formal & Business
0%
Less common in
Academia
0%
Encyclopedias
0%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "model classifications included" is a grammatically correct, though infrequently used, way to specify the categories encompassed by a model. Ludwig AI confirms its validity. It's typically found in formal and scientific contexts, aiming to define the scope of a model. For alternative phrasing, consider "model categories included" or "model types included" for similar meanings. When using this phrase, be specific and avoid vague language to ensure clarity and informative value.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
model categories included
Replaces "classifications" with "categories", altering the nuance to focus on broader groupings within the model.
model types included
Substitutes "classifications" with "types", emphasizing the distinct kinds of elements incorporated into the model.
model components included
Focuses on the individual parts or elements that make up the model, instead of their classification.
model features included
Highlights the characteristics or attributes that the model takes into account.
model variables included
Emphasizes the factors or data points considered within the model.
model parameters included
Focuses on the specific settings or values used to define the model's behavior.
model factors considered
Highlights the elements taken into consideration for building the model.
model attributes considered
Shifts the focus to the qualities or characteristics the model accounts for.
model specifications included
Highlights the explicit requirements or criteria defining the model.
model criteria incorporated
Emphasizes the standards or benchmarks that are part of the model.
FAQs
How can I use "model classifications included" in a sentence?
You can use "model classifications included" to specify which categories or types are part of a model, such as, "The "model classifications included" demographic data and economic indicators."
What is a good alternative to "model classifications included"?
Alternatives include phrases like "model categories included", "model types included", or "model components included" depending on the context.
Which is more accurate: "model classifications included" or "model classifications are included"?
Both "model classifications included" and "model classifications are included" can be grammatically correct, but their appropriateness depends on the sentence structure. The first is a reduced relative clause. If you want to put more emphasis on the verb, use the second one.
What's the difference between "model classifications included" and "model features included"?
"Model classifications included" refers to the categorization or grouping of elements within a model, while "model features included" refers to the specific attributes or characteristics that the model takes into account.
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
83%
Authority and reliability
4.1/5
Expert rating
Real-world application tested