From: Optimal instance subset selection from big data using genetic algorithm and open source framework
Data sets | MR-CNN | S-CNN | LCS-IS | GA-MR-IS | GA-S-IS |
---|---|---|---|---|---|
CovType | 1.05 | 1.08 | 2.23 | 5.07 | 4.77 |
Poker | 6.53 | 6.47 | 6.64 | 8.77 | 7.53 |
Shuttle | 1.05 | 1.06 | 1.43 | 1.83 | 1.47 |
Skin | 1.00 | 1.03 | 3.88 | 5.77 | 5.60 |