Model Evaluation

Baseline Model

A simple reference model (random, majority class, simple heuristic) used to benchmark more complex models against.

  • Evaluation: Explore how Evaluation relates to Baseline Model
  • Benchmark: Explore how Benchmark relates to Baseline Model
  • Model Comparison: Explore how Model Comparison relates to Baseline Model

Why It Matters

Understanding Baseline Model is crucial for anyone working with model evaluation. This concept helps build a foundation for more advanced topics in AI and machine learning.

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This term is part of the comprehensive AI/ML glossary. Explore related terms to deepen your understanding of this interconnected field.

Tags

model-evaluation evaluation benchmark model-comparison

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Added: November 18, 2025