Table 5 Performance parameters of k-means
From: Toward a smart health: big data analytics and IoT for real-time miscarriage prediction
Parameters | K = 1 | K = 2 | K = 3 | K = 4 |
|---|---|---|---|---|
Time to build the model (s) | 1.28 | 1.69 | 2.85 | 3.80 |
Time for cluster Distribution (s) | 0.69 | 0.96 | 0.95 | 1.08 |
Time for center Definition (s) | 0.35 | 0.62 | 0.40 | 0.49 |
Time for Model evaluation (s) | 47.65 | 48.52 | 49.89 | 48.28 |