supervised learning
/ˌsuːpərˌvaɪzd ˈlɜːrnɪŋ/
Training a model on labeled data with known outputs
supervised learning in a sentence
“Supervised learning requires a dataset with correct answers for each example.”
Origin of supervised learning
From Latin super (over, above) + videre (to see), meaning oversight or guidance
Related Words
unsupervised learning
Finding patterns in data without labeled examples
reinforcement learning
Learning through trial and error with rewards and penalties
transformer
A neural network architecture using self-attention mechanisms
embedding
A dense vector representation of data in continuous space
fine-tuning
Adapting a pre-trained model for a specific task
inference
Using a trained model to make predictions on new data