a supervised way

USAGE SUMMARY

The phrase "a supervised way" is correct and usable in written English.
It can be used to describe a method or approach that is guided or monitored by someone in a position of authority or expertise. Example: "The students were instructed to complete the experiment in a supervised way to ensure safety and accuracy."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

13 human-written examples

The self-organizing map neural network is used in a supervised way to represent a sensor actuator mapping.

Journal of Sound and Vibration

Then, groups of SVRs are used to fit the training data of each subset in a supervised way.

Energy Conversion and Management

We use a fast, fully parameterizable GPU implementation of a Deep Neural Network (DNN) that does not require careful design of pre-wired feature extractors, which are rather learned in a supervised way.

Neural Networks

The proposed system is composed of an ensemble of classifiers that, once trained in a supervised way on a specific image of a given area, can be retrained in an unsupervised way to classify a new image of the considered site.

Information Fusion

Another class of merging techniques proceeds in a supervised way.

EPJ Data Science

The mix of results obtained in a supervised way with some others coming from unsupervised methods and statistics.

EURASIP Journal on Information Security

Human-verified similar examples from authoritative sources

Similar Expressions

47 human-written examples

This must be done in a careful, supervised way to avoid over fitting, because validation data are on the other hand severely limited.

Plosone

This theory of hierarchical architectures may explain how visual cortex learn, in an implicitly supervised way, data representation that can lower the sample complexity of a final supervised learning stage.

Massachusetts Institute of Technology

We also tested a scenario when foreign data was used in a semi-supervised way; the performance gains obtained by both kinds of foreign data were then noticeably lower than in the supervised case, but followed the same trend.

EURASIP Journal on Audio, Speech, and Music Processing

In addition, it employs a vibration-based classifier to acquire training data in a self-supervised way and thus reduces manual work.

Robotics and Autonomous Systems

A heat map was generated to see how well groups could be separated in a non-supervised way, based on the data set provided: it gave an interesting classification of the venoms (Figure 12).

Plosone

Expert writing Tips

Best practice

When describing experiments or training programs, use "a supervised way" to emphasize the presence of oversight and guidance, which ensures accuracy and safety.

Common error

Avoid using "a supervised way" when the supervision is already implied. For instance, in describing a school activity, stating it was done "in a supervised way" might be redundant if school activities are typically supervised.

Linguistic Context

The phrase "a supervised way" functions as an adverbial phrase, modifying a verb or action to specify how it is performed. It indicates that the action is carried out under the guidance or observation of someone with authority or expertise. Ludwig AI confirms this usage with examples from various sources.

Expression frequency: Uncommon

Frequent in

Science

50%

News & Media

30%

Academia

20%

Less common in

Formal & Business

0%

Wiki

0%

Encyclopedias

0%

Ludwig's WRAP-UP

In summary, "a supervised way" is a phrase used to describe an action or process that is performed under guidance or observation. Ludwig AI indicates that it's grammatically correct and suitable for describing methods emphasizing oversight. While not overly common, it appears in various contexts, particularly science, news, and academia. When writing, ensure that the context justifies the emphasis on supervision to avoid redundancy. Consider alternatives like "a guided approach" or "a monitored method" to fine-tune your meaning.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

a guided approach

Focuses on the guidance aspect, implying direction and assistance.

a monitored method

Emphasizes the observation and oversight involved.

an overseen manner

Highlights the act of watching over and directing the process.

a controlled process

Stresses the regulation and management of the activity.

a regulated fashion

Implies that the activity is governed by rules and standards.

a directed course

Emphasizes the planned and intentional nature of the process.

an administered system

Focuses on the formal management and execution of the activity.

a checked procedure

Highlights the verification and validation aspects.

a tutored style

Implies instruction and education during the process.

a coached technique

Emphasizes the training and skill development aspects.

FAQs

How can I use "a supervised way" in a sentence?

You can use "a supervised way" to describe how something is done, emphasizing that it is monitored or guided. For example, "The experiment was conducted in "a supervised way" to ensure accuracy".

What's a good alternative to "a supervised way"?

Alternatives include "a guided approach", "a monitored method", or "an overseen manner", depending on the specific nuance you wish to convey.

Is it redundant to say "carefully supervised way"?

While not grammatically incorrect, "carefully supervised way" can be redundant if the context already implies careful supervision. Consider whether "supervised way" alone is sufficient.

What's the difference between "a supervised way" and "an unsupervised way"?

"A supervised way" implies that actions are monitored and guided, while "an unsupervised way" indicates that actions are performed without oversight or guidance.