def testOneHotEncoder(self):
dataRetriver = DataRetriever("../Datasets/metadata.json")
glassData = dataRetriver.retrieveData("breastCancer")
data = glassData.getDataSet()
unknown = glassData.getDataClass()
train = data.sample(n=6, random_state=69)
test = data.sample(n=6, random_state=420)
ohe = OneHotEncoder()
encodedDataFrame = ohe.train_fit(train,
glassData.getDescreteAttributes())
encodedDict = ohe.encodedDict
encodedTest = ohe.fit(test)
# print(encodedDataFrame)
# print(encodedDict)
print("=============Train============")
print(encodedDataFrame[unknown])
print(train[unknown])
print("=============Test=============")
print(encodedTest[unknown])
print(test[unknown])