In hierarchical clustering, what is the result of the agglomerative approach?
Correct Answer: Larger clusters formed by merging individual data points.
- Step 1: Start with each data point as its own individual cluster.
- Step 2: Calculate the similarity or distance between each pair of clusters.
- Step 3: Identify the two clusters that are the most similar (or closest together).
- Step 4: Merge these two clusters into a single larger cluster.
- Step 5: Repeat steps 2 to 4 until all data points are merged into one single cluster.
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