ML4Industry Blog

Insights, tutorials, and case studies on machine learning for industrial applications

Posts tagged "machine learning"

3 posts found

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The goldilocks metric: why your AI needs to stop crying wolf
9 min read

The goldilocks metric: why your AI needs to stop crying wolf

What if a smoke detector with 99.9% accuracy could burn your house down? Welcome to the paradox of precision and recall—where being too good makes you terrible.

Rik De Smet

Rik De Smet

Digital Transformation expert

The truth about AI's report card: why your machine learning model might be lying to you!
8 min read

The truth about AI's report card: why your machine learning model might be lying to you!

Your AI model has 95% accuracy? So does a plane navigation system that only fails during landing. Not all errors are created equal.

Rik De Smet

Rik De Smet

Digital Transformation expert

Predictive maintenance readiness checklist - is your data ready for machine learning?
14 min read

Predictive maintenance readiness checklist - is your data ready for machine learning?

A comprehensive framework to evaluate whether your industrial data is ready for machine learning implementation - avoid costly mistakes and focus your predictive maintenance efforts where they'll have the biggest impact.

Rik De Smet

Rik De Smet

Digital Transformation expert