From: An overview of recent distributed algorithms for learning fuzzy models in Big Data classification
Algorithm | Dataset | |||
---|---|---|---|---|
HIG | SUS | KDD | POK | |
Chi-FRBCS-BigData | 55.89 | 55.75 | 99.93 | 51.78 |
CHI_BD | 57.81 | 65.36 | 99.91 | 52.22 |
DFAC-FFP | 66.00 | 78.26 | 99.99 | 76.65 |
DPAES-RCS | 65.00 | 78.12 | 99.94 | 60.22 |
DPAES-FDT-GL | 65.03 | 78.60 | 99.88 | 61.80 |
Multi-way FDT | 71.25 | 79.63 | 99.98 | 77.17 |
\(\text {FMDT}_{5}\) | 72.32 | 78.97 | 99.98 | 76.21 |