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Table 1 Comparison between our GPU implementation and the non-parallelized Mulan framework for the classification of instances based on different data sets with different counts of instances and labels

From: eccCL: parallelized GPU implementation of Ensemble Classifier Chains

  #Instances Mulan GPU Speed-up
NNRTI 715 1563.7 109 14x
PI 662 1998.6 128.2 15x
Emotions 593 1577.3 157.7 10x
Scene 2407 8920.3 300.9 29x
Yeast 2417 270736.2 379.2 71x
  1. The runtimes are shown in milliseconds