a0eecf18eb5dab870144c2739b402a50c30981e8,nab/detectors/numenta/numenta_detector.py,NumentaDetector,initialize,#NumentaDetector#,113

Before Change

    if self.useLikelihood:
      // Initialize the anomaly likelihood object
      numentaLearningPeriod = math.floor(self.probationaryPeriod / 2.0)
      self.anomalyLikelihood = anomaly_likelihood.AnomalyLikelihood(
        claLearningPeriod=numentaLearningPeriod,
        estimationSamples=self.probationaryPeriod-numentaLearningPeriod,
        reestimationPeriod=100

After Change

    if self.useLikelihood:
      // Initialize the anomaly likelihood object
      numentaLearningPeriod = int(math.floor(self.probationaryPeriod / 2.0))
      self.anomalyLikelihood = anomaly_likelihood.AnomalyLikelihood(
        claLearningPeriod=numentaLearningPeriod,
        estimationSamples=self.probationaryPeriod-numentaLearningPeriod,
        reestimationPeriod=100

Instances