Why do we need another type of distances?There are some situations where Euclidean distance will fail to give us the…

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## Multi-Dimension Scaling

Dimension ReductionMulti-Dimension Scalingin PythonDiogo RibeiroBlockedUnblockFollowFollowingMay 29Photo by Lukasz Szmigiel on UnsplashMulti-Dimension Scaling is a distance-preserving manifold learning method. All manifold learning…

Continue Reading## What is a Good Metric?

What is a Good Metric?Filipe RigueiroBlockedUnblockFollowFollowingFeb 26Analytics is about tracking the metrics that are critical for your business. Usually this metrics…

Continue Reading## Why Measuring Accuracy is Hard (and important!) Part 4.

How does this metric cope with that problem?Now, we offer some tips on how to pick apart good metrics from…

Continue Reading## The Metrics Meta-game

The Metrics Meta-gameAs the stewards of good data practice within a company, we data professionals are often asked to help…

Continue Reading## Importance of Distance Metrics in Machine Learning Modelling

Well yes, we just saw this formula above in this article while discussing “Pythagorean Theorem”. Euclidean distance formula can be…

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