def __represent_validation__(self):
try:
self.validation_file
except:
raise Exception("Please read validation data firts")
return "model"+str(self)+".validation."+"."+str(self.transformation_for_validation_data)+"." +"."+\
str2hash(os.path.basename(self.validation_file))
def __repr__(self): # Representation should reflect all paramteres
# so that 2 models having same repr are identical
try:
self.apply_log
except:
raise Exception("Please train model first")
properties = self.toXMLDict()
representation = ".".join(list(properties.values()))
return str2hash(representation)