Table 5 Evaluation of cluster analysis with percentage split test set mode
From: Knowledge discovery of drug data on the example of adverse reaction prediction
K value | Number of iterations | Within cluster sum of squared errors | Runtime (Seconds) |
|---|---|---|---|
2 | 3 3 | 459.114(66%) 293.226(34%) | 0 |
3 | 4 5 | 444.553(66%) 279.846(34%) | 0.01 |
4 | 3 5 | 430.279(66%) 264.258(34%) | 0.01 |
5 | 5 2 | 415.160(66%) 248.785(34%) | 0.01 |