AIs Plateau: Quantifying Progress Beyond The Hype
The world of Artificial Intelligence (AI) is rapidly evolving, transforming industries and impacting daily life. But with all the hype, how do we truly measure and understand AI performance? It's not as simple as a single metric; instead, it requires a multifaceted approach considering accuracy, efficiency, fairness, and more. This article delves into the key aspects of evaluating AI performance, providing insights and practical examples to help you understand and optimize your AI systems.
Understanding AI Performance Metrics
Accuracy and Precision
The most basic and fundamental aspect of AI performance is accuracy: how often does the AI get the correct answer? This is often measured as a percentage of correct predictions over total predictions.For more details, visit Wikipedia.
Example: A...