A Classifier Graph Based Recurring Concept Detection and Prediction Approach

Algorithm 1

The pseudocode of DBDM.

Algorithm 1: Distribution-Based Detection Method

Input: S: data stream, m: size of block, , ;

Output: flagWarning;

begin

flagWarning = false;

for each instance in S do

numInstance++;

if numInstance % m == 0 then

for each check point P_i do

compute mean values and ;

compute and using Šidák correction;

compute and ;

if then

delete instances which are on the left side of P_i;

if then

return true;

break;

end if

if then

flagWarning = true;

end if

end if

end for

return flagWarning;

end.