Table 4 Experimental comparison: average complexities
From: An overview of recent distributed algorithms for learning fuzzy models in Big Data classification
Algorithm | Dataset | |||
|---|---|---|---|---|
HIG | SUS | KDD | POK | |
Chi-FRBCS-BigData | 24,058 | 678 | 1020 | 813,193 |
CHI_BD | 624,358 | 9355 | 5498 | 52,652 |
DFAC-FFP | 9365 | 10,970 | 890 | 5712 |
DPAES-RCS | 30.2 | 28 | 21.8 | 50 |
DPAES-FDT-GL | 14 | 14.6 | 10.8 | 41.6 |
Multi-way FDT | 920,942 | 758,064 | 630 | 28,561 |
\(\text {FMDT}_{5}\) | 2987 | 2865 | 96 | 1873 |