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Home
/
Glossary
/
Decision Boundary
AI Glossary Term
What does “
Decision Boundary
” mean?
Definition
The surface in feature space that separates classes predicted by a classifier.
Related terms
Decision Tree
A model that makes predictions through a sequence of if-then feature splits.
Artificial Intelligence (AI)
The broad field of building systems that perform tasks requiring pattern recognition, reasoning, language, or decision-making.
Classifier
A model designed specifically for classification tasks.
Feature
An input variable used by a model to make predictions.
Feature Engineering
Designing or transforming input variables to make learning easier and more effective.
Feature Extraction
Converting raw data into informative features that a model can use.
Learn more in our free guides
AI Decision-Making
Decision Trees and Random Forests
GDPR and Automated Decision-Making
See also
Dataset
Data Labeling
Deep Learning
Data Drift
Diffusion Model
Data Augmentation
Distillation
Cross-Entropy Loss
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