Table 8 The experimental comparison results of running time with MapReduce
From: Big data decision tree for continuous-valued attributes based on unbalanced cut points
Methods | Datasets | ||||
|---|---|---|---|---|---|
Gaussian1 | Gaussian2 | SUSY | HEPMASS | Covertype | |
BA-CDT-MR | 189.7 | 229.7 | 1244.1 | 3121.2 | 3669.3 |
BS-CDT-MR | 221.0 | 259.5 | 1531.5 | 3710.0 | 3891.8 |
Parallel C4.5-MR | 234.4 | 277.9 | 1557.4 | 3801.2 | 4656.4 |
Weka-J48-MR | 274.5 | 286.4 | 1648.2 | 3956.2 | 4853.9 |
FRBDT | 244.5 | 272.1 | 1789.0 | 3815.2 | 4386.3 |
IS-C4.5 | 255.5 | 289.4 | 1448.8 | 3798.6 | 3952.0 |