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 |