AI Term

Euclidean

1 min read

What it measures: Straight-line distance between two points in space, like measuring with a ruler.

When to use: Image embeddings, spatial data, when both direction and magnitude matter.

Math insight: Treats each dimension equally and measures actual "distance" in the mathematical space.

Example: Measuring the difference between two product features where both the type and intensity of features matter.

Range: 0 to ∞ (closer to 0 = more similar)

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