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Table 2 Classical algorithms

From: Evaluating associative classification algorithms for Big Data

Algorithm

Ranking

Ranking for the accuracy measure

 CMAR

6.200

 OneR

5.566

 CORE

5.516

 CBA

4.466

 Ripper

4.500

 CBA2

3.383

 C4.5

3.816

CPAR

2.550

Ranking for the kappa measure

 OneR

6.083

 CORE

5.750

 CMAR

5.683

 CBA

4.633

 Ripper

3.816

 CBA2

3.516

 C4.5

3.300

CPAR

3.216

  1. Average ranking for each algorithm (sorted in descending order) according to the Friedman test. Bold typeface denotes the algorithm whose ranking was the best