The classification of metrics and multivariate statistical analysis

We prove some new results on the classification of metrics. These types of metrics include the ultrametrics, the additive metrics, the Lp-embeddable metrics, the hypermetrics, the metrics of negative type and the metrics with one positive eigenvalue. We pose many open questions.