Supervised Learning
Supervised Learning is the most common machine learning category, where a model is trained on a labeled dataset. This means each training input is paired with its correct output label, allowing the model to learn mapping relationships.
Frequently Asked Questions
What are the two main types of supervised learning tasks?▼
Classification (predicting a category label) and Regression (predicting a continuous numerical value).
What is a label in supervised learning?▼
The target outcome or correct answer associated with a training example.
Quick Facts
- CategoryFoundational AI
- Key ApplicationImage classification, email spam detection, and house price prediction
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