model efficiency

Language: en

📖 Definitions

  1. The ratio of a machine learning or computational model's performance (such as accuracy or precision) to the computational resources (such as time, memory, energy, or processing power) required to execute it.; In statistics, the ability of an estimator or a model to provide precise results with the minimum amount of data or parameters.

💬 Examples

  1. The strategic deployment of resources aims to enhance model efficiency and broaden the applicability of their AI solutions across various industries.

  2. High model efficiency in statistical analysis allows researchers to obtain reliable estimates using smaller sample sizes.