User-centric performance metrics | Articles | web.dev
User-centric performance metrics Stay organized with collections Save and categorize content based on your preferences. We've all heard how important performance is. But when we talk about performance, and about making websites "fast", what specifically do we mean? The truth is that performance is relative: A site might be fast for one user (on a fast network with a powerful device) but slow for a
Custom metrics | Articles | web.dev
Custom metrics Stay organized with collections Save and categorize content based on your preferences. There's a lot of value in having user-centric metrics that you can measure, universally, on any given website. These metrics let you: Understand how real users experience the web as a whole. Compare your site to a competitor's. Track useful and actionable data in your analytics tools without needi
Model evaluation, model selection, and algorithm selection in machine learning
A single-PDF version of Model Evaluation parts 1-4 is available on arXiv: https://arxiv.org/abs/1811.12808 Introduction Machine learning has become a central part of our life – as consumers, customers, and hopefully as researchers and practitioners! Whether we are applying predictive modeling techniques to our research or business problems, I believe we have one thing in common: We want to make “g
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