With the distance kernel one can use any of the following distance metrics:
MINKOWSKI MANHATTAN HAMMING CANBERRA CHEBYSHEW GEODESIC JENSEN CHISQUARE TANIMOTO COSINE BRAYCURTIS EUCLIDIAN
