Table 3.

GA and RNN parameter settings

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