Table 9 The experimental comparison results of running time with Spark
From: Big data decision tree for continuous-valued attributes based on unbalanced cut points
Methods | Datasets | ||||
|---|---|---|---|---|---|
Gaussian1 | Gaussian2 | SUSY | HEPMASS | Covertype | |
BA-CDT-SP | 15.4 | 31.2 | 228.2 | 506.5 | 568.5 |
BS-CDT-SP | 19.8 | 35.3 | 312.5 | 572.2 | 626.6 |
Parallel C4.5-SP | 31.5 | 45.1 | 325.1 | 687.6 | 597.1 |
MLlib-DT-SP | 55.2 | 59.8 | 414.0 | 709.5 | 583.4 |
FRBDT | 34.1 | 40.5 | 219.8 | 556.7 | 572.1 |
IS-C4.5 | 35.5 | 43.1 | 252.0 | 619.5 | 595.9 |