Indeed, it allows calculating the similarity of a shared instance with the representative of each cluster, instead of calculating the similarity with all the instances contained in the cluster.
The similarity scores are useful in the Reduce phase because they avoid the recalculations of similarities in the evaluation of the contribution of shared instances.
Then, for each shared instance a decision of the suitable cluster is made.
Aimed at "creating a stream of shared instances of unexpected happiness" in a war-torn land, the project is the brainchild of the New York-based artist Yazmany Arboleda, who said he had the support of the minister of culture and a half-dozen internationally financed aid groups.
I could write about the half dozen or so vets I spoke with, all of whom shared instances of experiencing/witnessing episodes of racial intolerance during their tours of duty, but that wasn't the point of the piece.
For instance, 39.4 % of the shared identifiers between DrugBank and PubChem are also ambiguous within the databases, largely accounting for the overall ambiguity of 46.8 %.
Taha Hassane, imam and director of the Islamic Center of San Diego, said many parents share instances in which their kids were bullied at school because of their religion.
Also in 11 of these 18 instances, the shared locations corresponded to shared M. tuberculosis genotypes.
The obvious answer is that successful predictive categories are actually tracking the causal structure in the world that accounts for the shared nature of the different instances, so we should aim for a stronger validation of the diagnosis than mere predictive validity.
The value of the slot is shared by all instances of the class.
