def crossValidateAdaptive(self, target_acc, maxtime):
self._adaptiveSetup()
#create adaptive object
adaptive = Adaptive(self.learnerqueue, app_status_bar = self.queue)
#using accuracy, because we are reporting accuracy - acc is not used to choose learner
adaptive.crossValidate(target_acc, maxtime)
self.adaptive_tt = adaptive.truth_table[:]
self.queue.put(('statusbarset',"Adaptive had an Accuracy of " + str(self._acc(self.adaptive_tt))[:4]))
def testAdaptive(dataPackage, time, target_acc, kfold):
from copy import deepcopy
from AUREA.adaptive.Adaptive import Adaptive
#partition the samples
lq = adaptiveGetLearnerQueue(dataPackage)
adaptive = Adaptive(lq)
return adaptive.crossValidate(target_acc,time, kfold)
