Distance-Measures¶
chebyshev - (chebyshev)¶
The distance is calculated as .
euclidean - (euclidean)¶
The distance is calculated as .
hamming - (hamming)¶
The distance is calculated as the number of components which differ over the number of components.
manhattan - (manhattan)¶
The distance is calculated as .
minkowski - (minkowski)¶
The distance is calculated as .
seuclidean - (seuclidean)¶
The distance is calculated as , where is the standard deviation between the and in the data set.
sqeuclidean - (sqeuclidean)¶
The distance is calculated as .
weuclidean - (weuclidean)¶
The distance is calculated as .