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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