Table 2 Datasets used in the experimental comparison
From: An overview of recent distributed algorithms for learning fuzzy models in Big Data classification
Datasets | ||||
|---|---|---|---|---|
Name | # Instances | # Attributes | # Classes | # Size |
Higgs (HIG) | 11,000,000 | 28 (real: 28) | 2 | 8.04 GB |
Kddcup 2 (KDD_2) | 4,856,151 | 41 (real: 26, cat: 15) | 2 | 476 MB |
Susy (SUS) | 5,000,000 | 18 (real: 18) | 2 | 2.4 GB |
Poker Hand (POK) | 10,000,000 | 10 (cat: 10) | 10 | 24.6 MB |