def __init__(self):
print("init")
self.evaluate = EvaluateModule()
rna = RnaModule()
rna.setNumberNeuronsImputLayer(30)
rna.setActivationFunctionImputLayer("tanh")
rna.setImputDimNeurons(30)
rna.setNumberNeuronsHiddenLayer(31)
rna.setActivationFunctionHiddenLayer("tanh")
rna.setNumberNeuronsOutputLayer(1)
rna.setActivationFunctionOutputLayer("tanh")
rna_classifier = RnaClassifier()
rna_classifier.setRna(rna)
#PREPROCESSADOR PARA ATRIBUTOS CATEGORICOS
preprocessor = Preprocessor()
preprocessor.setColumnsCategory(['protocol_type', 'service', 'flag'])
evaluate = EvaluateModule()
cross = CrossValidation()
#DEFINIR A ITERACAO QUE O CROSS VALIDATION ESTA
cross.setIteration(1)
cross.setPreprocessor(preprocessor)
cross.setFilePath("../../bases/sub_bases_nslkdd_30_attribute/")
cross.setResultPath("../../results/30_attribute/rna_oculta_31_time/")
cross.setClassifier(rna_classifier)
cross.setEvaluateModule(evaluate)
def __init__(self):
# print("Cross Validation constructor")
self.evaluate = EvaluateModule()
