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GlossaryAI InfrastructureDecision Boundary Visualization

Decision Boundary Visualization

[dɪˈsɪʒən ˈbaʊndəri ˌvɪʒuəlaɪˈzeɪʃən]
AI Infrastructure
Last updated: December 9, 2024

Definition

A plot showing how a classification model separates different classes in feature space.

Detailed Explanation

A visual representation of the boundaries where a classification model switches from predicting one class to another. Usually shown in 2D or 3D space for the most important features.

Use Cases

Model behavior analysis, classifier comparison, overfitting detection

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