From: Distributed fuzzy clustering algorithm for mixed-mode data in Apache SPARK
No. | Distance measure (continuous) | Normalization technique (continuous) | Minimum purity (%) | Average purity (%) | Maximum purity (%) |
---|---|---|---|---|---|
1 | Euclidean | None | 58.85 | 62.11 | 65.52 |
2 | Euclidean | Min–Max | 58.85 | 59.10 | 61.71 |
3 | Euclidean | Standard scalar | 58.85 | 59.60 | 61.50 |
4 | Manhattan | None | 58.85 | 61.77 | 62 |
5 | Manhattan | Min–Max | 58.85 | 62.70 | 63.80 |
6 | Manhattan | Standard scalar | 58.85 | 59.50 | 61.50 |