# 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 .