An Anomaly Detection Algorithm Selection Service for IoT Stream Data Based on Tsfresh Tool and Genetic Algorithm

Table 6

The three kinds of scores for the NAB dataset.

Detector	Standard scores	Reward low FP rate scores	Reward low FN rate scores
Numenta HTM using NuPIC v0.5.6	70.1	63.1	74.3
Numenta™ HTM	64.6	56.7	69.2
htm.core	63.1	58.8	66.2
EarthgeckoSkyline	58.2	46.2	63.9
Relative entropy	54.6	47.6	58.8
Recommended by our framework	77.9	68.1	83.2