Table 6 The setting of parameters in genetic algorithm and in SLFN
From: Optimal instance subset selection from big data using genetic algorithm and open source framework
Data sets | Genetic algorithm | SLFN | ||
|---|---|---|---|---|
N | \(p_c\) | \(p_m\) | Number of hidden nodes | |
Shuttle | 70 | 0.70 | 0.05 | 50 |
Poker | 130 | 0.85 | 0.08 | 40 |
CovType | 110 | 0.80 | 0.06 | 190 |
Skin | 90 | 0.75 | 0.05 | 25 |