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Advances, Systems and Applications

Table 7 Relief algorithm results

From: Performance analysis model for big data applications in cloud computing

Performance measure

Quality score (W)

MapReduceJob_ProcessingTime *

0.74903

MapReduceJob_TurnAround *

0.74802

SystemHDWriteBytes_Utilization *

0.26229

SystemUpTime

0.25861

SystemCPU_Utilization

0.08189

SystemLoadMapCapacity

0.07878

SystemMemory_Utilization

0.06528

SystemNetworkTxBytes

0.05916

MapReduceJob_ResponseTime

0.03573

SystemLoadReduceCapacity

0.03051

SystemNetworkRxBytes

0.02674

SystemHDReadBytes_Utilization

0.00187

NetworkRxDropped

0.00

NetworkTxCollisions

0.00

NetworkRxErrors

0.00

NetworkTxErrors

0.00

  1. *Distinguishing features between the two classes with the highest quality scores obtained after applying the Relief algorithm.