Table 2 Clustering result of PMR-Transitive applied to the soybean data set
From: Clustering categorical data based on the relational analysis approach and MapReduce
Cluster | Size | Distribution | Purity | |||
|---|---|---|---|---|---|---|
\({C_{1}}\) | \({C_{2}}\) | \({C_{3}}\) | \({C_{4}}\) | |||
1 | 10 | 10 | 0 | 0 | 0 | 1 |
2 | 10 | 0 | 10 | 0 | 0 | 1 |
3 | 9 | 0 | 0 | 9 | 0 | 1 |
4 | 7 | 0 | 0 | 1 | 6 | 0.85 |
5 | 11 | 0 | 0 | 0 | 11 | 1 |