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Table 5 Big Data algorithms

From: Evaluating associative classification algorithms for Big Data

Algorithm Ranking
Ranking for accuracy measure
 DAC 5.100
 MRAC 5.000
 MRAC+ 4.150
 DFAC-FFP 3.550
 CBA Spark/Flink 2.000
CPAR Spark/Flink 1.200
Ranking for kappa measure
 DAC 6.000
 MRAC+ 4.700
 MRAC 4.150
 DFAC-FFP 2.950
 CBA Spark/Flink 1.950
CPAR Spark/Flink 1.250
  1. Average ranking for each algorithm (sorted in descending order) according to the Friedman test when 10 Big Data datasets are considered. Bold typeface denotes the algorithm that achieves the best ranking