Fig. 5: Model complexity vs. model interpretability.
From: Machine Learning in Acoustics: A Review and Open-source Repository

The larger the number of neurons, nodes, or higher-order fits, the more difficult it is to interpret the results.
From: Machine Learning in Acoustics: A Review and Open-source Repository

The larger the number of neurons, nodes, or higher-order fits, the more difficult it is to interpret the results.