Table 5 The basic information of the 4 data sets
From: Optimal instance subset selection from big data using genetic algorithm and open source framework
Data sets | Number of instances | Number of attributes | Number of classes |
|---|---|---|---|
Shuttle | 58,000 | 9 | 7 |
Poker | 1,000,000 | 10 | 10 |
CovType | 581,012 | 54 | 7 |
Skin | 245,057 | 3 | 2 |