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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