Retrained Meaning: Definition, Examples, and Translations
๐
retrained
[riหหtreษชnd ]
Definition
training process
Retained refers to the act of training a model again using new data. This process is essential in machine learning to improve the model's accuracy and generalization. By retraining, the model can learn from new patterns and trends present in the updated dataset. This prevents it from becoming obsolete and ensures that it stays relevant in changing environments and scenarios.
Synonyms
re-educate, recondition, update.
Examples of usage
- The algorithm was retrained with the latest data.
- We decided to retrain the model to improve its performance.
- After the new data arrived, the team quickly retrained the system.
Translations
To see the translation, please select a language from the options available.
Interesting Facts
Psychology
- Retraining helps in overcoming learned behaviors, especially in therapy, where patients learn to replace harmful habits.
- The brain's neuroplasticity allows it to form new connections when knowledge or skills are retrained, leading to personal growth.
- Research shows using varied techniques during retraining can enhance retention and effectiveness, keeping the mind engaged.
Education
- Retraining is essential in professions like teaching and healthcare where methods and technologies evolve.
- Educational institutions often use retraining programs to keep teachers updated on the latest teaching strategies and subject knowledge.
- Online learning platforms have made retraining more accessible, allowing adults to learn new skills at their own pace.
Workplace Development
- The rise of automation in the workplace has made retraining a priority to help workers adapt to new technologies.
- Companies invest in retraining programs to retain talent, ensuring employees can move into higher-skilled roles.
- Workforce development initiatives often focus on retraining as a way to address unemployment and skill gaps in communities.
Pop Culture
- In films and media, characters often undergo retraining to showcase personal growth, such as athletes returning to their sport after injury.
- Popular reality shows often feature contestants who retrain their skills, reinforcing the idea of improvement through practice.
- Books about self-improvement often emphasize the importance of retraining mindsets to achieve success in various life areas.
Origin of 'retrained'
Main points about word origin
- The prefix 're-' means 'again,' while 'train' comes from the Latin 'tractare,' meaning to draw out or lead.
- The term has evolved from early uses related to guiding a horse to its current meaning of relearning skills.
- It first appeared in the English language in the late 19th century as industries began to focus more on employee development.
The term 'retrain' is derived from the prefix 're-', which means 'again' or 'back', and the word 'train', which originates from the Latin word 'tractus', meaning 'to pull' or 'to draw out'. 'Train' has evolved in English to refer to the process of teaching or developing skills in an individual or system through practice or instruction. The concept of retraining emerged with the growth of technology and machine learning, where ongoing education and adaptation became vital for maintaining the efficacy of algorithms. The idea of enhancing existing frameworks by refreshing them with new information reflects the increasing need for adaptability in various fields, including not only technology but also in workforce development.
Word Frequency Rank
This word's position of #32,253 indicates it's among the more rare English words. While understanding it broadens your vocabulary, focus on more common words first.
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- 32250 fritters
- 32251 protract
- 32252 bespectacled
- 32253 retrained
- 32254 phantasm
- 32255 defectively
- 32256 crispness
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