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Machine Learning

Underfitting

Machine Learning· Intermediate

Definition

When a model is too simple to capture underlying data patterns, resulting in poor performance on both training and new data. Occurs when the model has insufficient capacity, too little training data, or inadequate feature engineering.

Tags

#capacity#generalization#complexity
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