Model Capacity
Explore the concept of model capacity and its impact on a deep learning model’s ability to identify data patterns. Learn to increase capacity by adding nodes and layers to enhance validation accuracy without overfitting.
What is the model’s capacity?
Model capacity is the model’s ability to capture the patterns in the data. The model’s capacity is directly related to the terms “overfitting” and “underfitting”.
How to increase model capacity?
The model’s capacity can ...