Learning Rate
Machine Learning
A plot showing how training and validation scores change with increasing training data size.
Detailed Explanation
A learning curve in machine learning illustrates the relationship between a model’s performance and the size of the training dataset. It typically plots training and validation scores against increasing training data, helping diagnose underfitting or overfitting. As the training data grows, the curve reveals how well the model learns, indicating whether more data might improve accuracy or if the model needs tuning.
Use Cases
- •Use case: Assess if adding more data improves model performance or causes overfitting by analyzing the learning curve.
Related Terms
Other terms in the Machine Learning category