Table 4. Seven distances for the clustering.
Distance | Equation |
Euclidean distance | |
Squared Euclidean distance | |
Manhattan distance | |
Maximum distance | |
Pearson distance (default) | |
Spearman distance | |
Kendall's tau distance |
To calculate the distances for the hierarchical and k-means clustering approaches, up to 7 mostly used distances were adopted.