Machine Learning Fundamentals
Underfitting
When a model is too simple to capture the underlying pattern in data, performing poorly on both training and test sets.
Related Concepts
- Model Complexity: Explore how Model Complexity relates to Underfitting
- Bias-Variance Tradeoff: Explore how Bias-Variance Tradeoff relates to Underfitting
- Generalization: Explore how Generalization relates to Underfitting
Why It Matters
Understanding Underfitting is crucial for anyone working with machine learning fundamentals. 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.
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machine-learning-fundamentals model-complexity bias-variance-tradeoff generalization