Research Article

Nakamoto Consensus to Accelerate Supervised Classification Algorithms for Multiparty Computing

Algorithm 1

RapidTrainChain’s accuracy.
Result: Accuracy of RapidTrainChain, P
Input:
 Number of nodes, |Nodes|;
 Accuracy of a node, p;
 Number of classifications, |Cx|;
Function:
 Decompose (nodes_number_range_of_a_classification, remaining_nodes, remaining_classifications)
  if nodes_number_range_o f _a_classification > 1 then
   foreach x ∈ nodes_number_range_of_a_classification do
    ;
    map<x>++;
   end
  else
     1;
end;return
 cnt = tmp = 1;
 foreach iterator ∈ map do
   ;
   cnt = cnt + iterator- > second;
 end
return
   ;