Table 1 Comparison of clustering performance between the two algorithms for three datasets.
From: Artificial immune network clustering based on a cultural algorithm
Dataset | Sample size | Clustering number | Dimension | Algorithm | Average accuracy | Variance |
|---|---|---|---|---|---|---|
IRIS | 150 | 3 | 4 | CaiNet | 92.16 | 2.39 |
aiNet | 89.41 | 5.87 | ||||
Wine | 178 | 3 | 13 | CaiNet | 98.78 | 0.66 |
aiNet | 94.15 | 2.72 | ||||
Seeds | 210 | 3 | 7 | CaiNet | 88.24 | 2.51 |
aiNet | 82.44 | 6.22 |