Tanimoto Coefficient


The Tanimoto coefficient between two points, a and b, with k dimensions is calculated as:

hc_tanimoto_coefficient_eq_1.png

The Tanimoto similarity is only applicable for a binary variable, and for binary variables the Tanimoto coefficient ranges from 0 to +1 (where +1 is the highest similarity).

See also:

Distance Measures Overview