Table 1 Accuracy comparison for different clustering algorithms on the Iris data set
Algorithm | Parameters | Number of clusters | Accuracy (percentage) |
|---|---|---|---|
ADMM-based convex clustering-like algorithm | \(\gamma =40\), \(\epsilon ^\star =5\) | 3 | 93.33 |
k-means clustering | \(k=3\) | 3 | 88.66 |
AMA clustering | \(\gamma \in [4.3,\ldots ,9.1]\) | 3 | 90.66 |