Table 3 GA and RNN parameter settings
From: Modeling human cancer-related regulatory modules by GA-RNN hybrid algorithms
Yeast Cell Cycle Data set | Human Cell Cycle Data set | ||
|---|---|---|---|
GA parameters | Values | GA parameters | Values |
Crossover | One Point, crossover rate (0.9) | Crossover | One Point, crossover rate (0.8) |
Mutation | Random, mutation rate (0.05) | Mutation | Random, mutation rate (0.1) |
Selector | Roulette Wheel | Selector | Roulette Wheel |
Population Size | 50 ~ 250 | Population Size | 100 ~ 250 |
Generations | 100 ~ 1000 | Generations | 100 ~ 2500 |
RNN parameters | Values | RNN parameters | Values |
Epochs | 50 ~ 100 | Epochs | 100 ~ 200 |
Gradient descent | Standard | Gradient descent | Standard |
Weight Update | Online | Weight Update | Online |