Lazy Learning
A machine learning method where the generalization of training data is delayed until a query is made to the system.
Areas of application
- Natural Language Processing
- Recommendation Systems
- Computer Vision
- Robotics
- Predictive Maintenance
Example
For instance, a recommendation system that only generates recommendations when a user makes a query, rather than proactively suggesting items before the user has even asked for them.