Research Article

Real-Time Clinical Decision Support System with Data Stream Mining

Table 4

Comparison between IBM's system and our design.

IBMMy design

Need offline analysisYesNo
System resourcesOffline analysis (LSML) needs to compute the distance between matrixes and this process will cost a lot of resourcesNo need to do complex calculations, the most complex calculation is just the update of VFDT
Need trainingNo, but it also needs analysis of the database before formal using (for cluster the records in database)Yes, before formal use it needs initial training