Section 1 — What kids will “see”
DBSCAN in one line:
DBSCAN is like a kid in a playground who says:
“Main group tab banata hoon jab paas-paasmey kaafi bheed ho.”
✅ No fixed K (unlike K-Means). ✅ Finds weird shapes (curves too). ✅ Leaves lonely points as noise.
“Main group tab banata hoon jab paas-paasmey kaafi bheed ho.”
✅ No fixed K (unlike K-Means). ✅ Finds weird shapes (curves too). ✅ Leaves lonely points as noise.
Section 2 — Controls
Core idea: A point draws a bubble of radius ε. If bubble has at least minPts friends → it becomes a CORE point.
Try Two Moons → K-Means struggles, DBSCAN shines.
Rule: Small ε = many points become noise. Big ε = everything becomes one gang.
Big minPts = stricter gang rule (more noise). Small minPts = easier gangs.
How to play
1) Press Start (watch scanning beam).
2) When a point becomes CORE, its bubble glows.
3) Cluster expands like a spreading paint wave.
4) Click inside arena to add points — DBSCAN will react.
2) When a point becomes CORE, its bubble glows.
3) Cluster expands like a spreading paint wave.
4) Click inside arena to add points — DBSCAN will react.
Section 3 — Live stats
Clusters found
0
CORE points
0
BORDER points
0
NOISE points
0
Processed
0
Status
Idle
Section 4 — Live math (super easy)
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🧠 Kid Coach
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Tip: Watch the ε bubble and the friend count.