Instance-based Learning

goML
Machine learning that makes predictions by comparing new examples to similar stored examples from training data.
ChatGPT Definition (GPT-4o)
A method where the model learns by comparing new data points to stored examples, rather than learning a general model during training.
Gemini (2.0)
A type of learning where new instances are classified based on their similarity to stored training instances.
Claude (3.7)
Algorithms storing training examples and making predictions by comparing new inputs to the most similar stored cases.

Read Our Content

See All Blogs
AWS

New AWS enterprise generative AI tools: AgentCore, Nova Act, and Strands SDK

Deveshi Dabbawala

August 12, 2025
Read more
ML

The evolution of machine learning in 2025

Siddharth Menon

August 8, 2025
Read more