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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
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