Table 7.

Behaviour for different similarity functions using ASTRAL 1.73 95% data set and 200 query set

Similarity function	AUC	MAP
Cosine similarity	0.948	0.498
The Jaccard index	0.906	0.347
The Tanimoto coefficient	0.947	0.244
Euclidean distance	0.932	0.544