def train(self, data, **kwargs):
parameters = kwargs.get('parameters', 'fuzzy')
if parameters == 'monotonic':
tmpdata = FuzzySet.fuzzyfy_series_old(data, self.sets)
flrs = FLR.generate_recurrent_flrs(tmpdata)
self.generateFLRG(flrs)
else:
self.generate_flrg(data)
def train(self, data, **kwargs):
if kwargs.get('sets', None) is not None:
self.sets = kwargs.get('sets', None)
tmpdata = FuzzySet.fuzzyfy_series_old(data, self.sets)
flrs = FLR.generate_non_recurrent_flrs(tmpdata)
self.generate_flrg(flrs)