some of simlarity score are ranged between 0 and 1 such as shortest path and WuP. therefore the similarity between car and automobile will be 1 but other measures such as LCh will be
lch( car, automobile ) = 3.6889
I want to know the maximum score for these measures. Is 3.6889 consider to be the maximum value? Is these means LCH score between 0 and 3.6889.
I addition the following measures
jcn( car, automobile ) = 12876699.5
res( car, automobile ) = 9.3679
lesk( car, automobile ) = 9519
It seems that 3.6375861597263857 is the maximum for
lch_similarity
(I can't get 3.6889...).lch_similarity
, according to the documentation has the following properties:Given that
rock_hind.n.01
is at the deepest level (19) in the WordNet taxonomy and thatchange.n.06
is at the shallowest level (2), we can experiment with varying depths:Similar experiments can be made for the other measures, where the ranges seem quite a bit larger: