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CampusEduX

Problem 1: Build and Visualize a Dendrogram

Easypython
Learn the Concept: Hierarchical Clustering

Problem Description

Write a Python program that builds a dendrogram for a small 2D dataset using Ward linkage.

Input

A small 2D dataset with visually distinct groups.

Output

A displayed dendrogram.

Constraints

  • At least 6 points.

Example Input

text
[[1,1],[2,2],[2,3],[8,8],[9,8],[8,9]]

Example Output

text
(A dendrogram showing the merging sequence and heights)

Concepts Covered

linkage(), dendrogram().

Related Problems

  • Problem 2: Apply Agglomerative Clustering with a Fixed Number of Clusters
    Easy · python
    Solve Problem
  • Problem 3: Compare Different Linkage Methods
    Easy · python
    Solve Problem
  • Problem 4: Manually Calculate Distance Between Clusters
    Easy · python
    Solve Problem

Input (stdin)

Output

Run your code to see output here...