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 | 0.918 | 0.917 | 0.920 | 0.935 | 0.941 |
Poker | 0.877 | 0.808 | 0.853 | 0.923 | 0.919 |
Shuttle | 0.983 | 0.985 | 0.987 | 0.987 | 0.989 |
Skin | 0.906 | 0.907 | 0.962 | 0.973 | 0.969 |