def __init__(self,
verbosity=1,
numLabels=3,
modelDir="ClassificationModelEndpoint",
unionSparsity=0.20):
"""
Initializes the encoder as CioEncoder; requires a valid API key.
"""
super(ClassificationModelEndpoint, self).__init__(verbosity=verbosity,
numLabels=numLabels,
modelDir=modelDir)
root = os.path.dirname(os.path.realpath(__file__))
self.encoder = CioEncoder(cacheDir=os.path.join(root, "CioCache"),
unionSparsity=unionSparsity)
self.compareEncoder = LanguageEncoder()
self.n = self.encoder.n
self.w = int((self.encoder.targetSparsity / 100) * self.n)
self.categoryBitmaps = {}
self.negatives = defaultdict(list)
self.positives = defaultdict(list)
