A couple of metrics

It is often desirable to measure the dissimilarity or distance between items using a proper metric.

• Jaccard coefficient can be converted to a metric by by subtracting the Jaccard coefficient from 1.
• Kullback–Leibler divergence can be converted to a metric by taking the square root of its symmetric version Jensen–Shannon divergence.