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Glossary

Get Your Maintenance Management Terminology Down!

Overfitting

Overfitting occurs in machine learning and data science where a model is trained to such an extent that it begins to memorize the training data, rather than generalizing it. This can lead to poor performance on unseen data, as the model is unable to accurately predict outcomes for data points it has not seen before. Overfitting is caused by a model having too many parameters relative to the amount of training data, or by having too complex of a model for the data. To prevent overfitting, data scientists use techniques such as regularization, cross-validation, and early stopping.

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Our Blogs

With a quick Google search for “preventive maintenance software,” you’ll quickly find ...

23 Nov 2023

US manufacturing is making a coming back. McKinsey's research reported that, by ...

16 Nov 2023

Traditionally, maintenance tasks were often managed using paper-and-pen, relying on ...

15 Nov 2023

Maintenance, Repair, and Overhaul (MRO) ensures the optimal functioning and longevity of ...

10 Nov 2023

From manufacturing plants and healthcare facilities to transportation services, equipment ...

9 Nov 2023

As a maintenance professional, I've witnessed the incredible transformation our industry ...

6 Nov 2023

Maintenance and facility management functions are not just about preserving assets and ...

3 Nov 2023

There is much to consider when purchasing a Computerized Maintenance Management System ...

1 Nov 2023

Introduction Despite the growth in the Computerized Maintenance Management Software ...

26 Oct 2023

Facility management plays an important role in ensuring that organizations' ...

25 Oct 2023