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Decision Tree
AI Glossary Term
What is Decision Tree?
Definition
A model that makes predictions through a sequence of if-then feature splits.
Related terms
Decision Boundary
The surface in feature space that separates classes predicted by a classifier.
Feature
An input variable used by a model to make predictions.
Artificial Intelligence (AI)
The broad field of building systems that perform tasks requiring pattern recognition, reasoning, language, or decision-making.
Backpropagation
The core training algorithm that updates model weights by propagating prediction errors backward through the network.
Ensemble
Combining predictions from multiple models to improve robustness or accuracy.
Feature Engineering
Designing or transforming input variables to make learning easier and more effective.
Learn more in our free guides
AI Decision-Making
Tree of Thoughts
Monte Carlo Tree Search
Tree-of-Thoughts Reasoning
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