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GEP parameters for building a lung cancer classifier from microarray datasets
| Parameter | Setting |
|---|---|
| number of chromosomes | 30 |
| number of genes | 4 |
| head size | 10 |
| tail size | 11 |
| gene size | 21 |
| number of generations | 700 |
| linking function | addition |
| function set | +, −, *, /, Exp, Sqrt, Log, Logi |
| mutation rate | 0.044 |
| IS transposition rate | 0.1 |
| RIS transposition rate | 0.1 |
| gene transposition rate | 0.1 |
| one‐point recombination rate | 0.3 |
| two‐point recombination rate | 0.3 |
| gene recombination rate | 0.1 |
