trained

/treɪnd/ (bre, ipa) · [trˈend] /treɪnd/ (ame, ipa) · [trˈend] /ˈtrān How to pronounce train (audio)/ (ame, mw)

trained — 形容詞

  • trainedpositive
  • trainedercomparative
  • trainedestsuperlative

1. having learned the skills and gained the knowledge needed to perform a specific

1.形容詞B1
釋義

受過訓練的

經過學習與練習而具備某種技能或知識的

having learned the skills and gained the knowledge needed to perform a specific type of work or take part in a sport, typically through instruction and repeated practice

例句

The clinic only employs fully trained nurses with at least three years of hospital experience.

這間診所只雇用受過完整訓練的護理師,他們至少有三年醫院經驗。

fully trained + noun (professional role)

A trained eye can spot the difference between a real painting and a copy within seconds.

受過訓練的眼睛能在幾秒鐘內分辨出真畫與複製品之間的差異。

trained eye/nose/ear — body part metaphor for skill

同義詞
  • qualified

    more official — having passed exams or gained a certificate

  • experienced

    emphasises practical knowledge from doing the work, not just instruction

  • skilled

    focuses on the ability to do something well, not how the skill was obtained

反義詞
  • untrained

    lacking the necessary instruction or practice

  • inexperienced

    having little practical knowledge of the work

用法筆記

Adjective sense of the past participle; a person who is trained has completed the learning process. Compare with 'in training' (still learning).

常見錯誤

She is a trained nurse for five years.
She has been a trained nurse for five years.
💡'trained' is a state, not a duration marker by itself.
I need a train doctor.
I need a trained doctor.
💡'train' is a verb; the adjective form for describing someone's qualification is 'trained'.

2. in computing, referring to an artificial-intelligence system that has been given

2.形容詞C1
釋義

經過訓練的

指人工智慧系統已用大量資料學習過的

in computing, referring to an artificial-intelligence system that has been given a large set of data to learn from so that it can recognise patterns or make decisions on its own

例句

Dr. Sade used a trained model to scan chest X-rays and flag any that showed signs of pneumonia within seconds.

Sade 醫師使用經過訓練的模型掃描胸部 X 光片,在幾秒鐘內標記出任何有肺炎跡象的影像。

trained model — standard ML collocation; concrete medical scenario

The team used a trained algorithm to sort through thousands of customer reviews and find common complaints.

團隊使用經過訓練的演算法來分類數千筆顧客評論,找出常見的抱怨內容。

同義詞
  • fitted

    used in statistics, meaning the model has been adjusted to match the data

  • learned

    emphasises that the system improved through exposure to data

反義詞
  • untrained

    an ML system that has not yet been given data to learn from

用法筆記

Common in technical discussions of artificial intelligence and data science. The opposite is 'untrained model' (one not yet fed with learning data).

常見錯誤

The trained model was trained on thousands of pictures.
The model was trained on thousands of pictures.
💡avoid repeating 'trained' in the same sentence.

trained — 名詞

trained — 動詞