def fitness(self):
uow=UnitOfWork()
genoWithSegSiz=[geno for geno in self._genomes if geno._genName== 'segment_size']
if genoWithSegSiz==[]:
self._shelveDataFile=uow._dataSet().PreparingData()
else:
segment_size=genoWithSegSiz[0]._value
self._shelveDataFile=uow._dataSet.PreparingData(segment_size)
cnn=CNN(self._shelveDataFile,self._genomes)
self._accuracy=cnn.RunAndAccuracy()
return self._accuracy
from DataSet import DataSet
import shelve
from Genome import Genome
from Genetic import Genetic
from UnitOfWork import UnitOfWork
if __name__ == "__main__":
UOF=UnitOfWork()
genetic=Genetic(UOF._iteration,UOF._popSize,UOF._perMut,UOF._genomes)
print(genetic.Run())
