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Retrained: meaning, definitions and examples

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retrained

 

[ riːˈtreɪnd ]

Verb
Context #1 | Verb

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

Translations of the word "retrained" in other languages:

🇵🇹 retreinado

🇮🇳 फिर से प्रशिक्षित

🇩🇪 neu trainiert

🇮🇩 dilatih ulang

🇺🇦 перенавчений

🇵🇱 przetrainowany

🇯🇵 再訓練された

🇫🇷 reformé

🇪🇸 reentrenado

🇹🇷 yeniden eğitilmiş

🇰🇷 재훈련된

🇸🇦 إعادة تدريب

🇨🇿 přeškolený

🇸🇰 preškolený

🇨🇳 重新训练的

🇸🇮 ponovno usposobljen

🇮🇸 endurþjálfaður

🇰🇿 қайта оқытылған

🇬🇪 მחדש გაწვდილი

🇦🇿 yenidən təlim keçilmiş

🇲🇽 reentrenado

Etymology

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.