#evaluation

Good design is actually a lot harder to notice than bad design.

From The Design of Everyday Things by Don Norman

Evaluation metrics guide the selection of the best model.

From The Hundred-Page Machine Learning Book by Andriy Burkov

A good model is one that generalizes well to unseen data.

From The Hundred-Page Machine Learning Book by Andriy Burkov

Overfitting occurs when a model learns the training data too well, including its noise.

From The Hundred-Page Machine Learning Book by Andriy Burkov

Theories are not simply true or false; they are also more or less useful.

From The Structure of Scientific Revolutions by Thomas S. Kuhn

Overfitting occurs when a model learns the training data too well, including noise and outliers, leading to poor generalization.

From Deep Learning by Ian Goodfellow, Yoshua Bengio, and Aaron Courville

Metrics are important, but they are not the only thing that matters.

From The Lean Startup by Eric Ries

The Turing Test is a way to evaluate a machine's ability to exhibit intelligent behavior equivalent to, or indistinguishable from, that of a human.

From Artificial Intelligence: A Modern Approach by Stuart Russell and Peter Norvig