Feature request for future versions of NAB to enable supervised online algorithms

[markNZed]

NAB assumes an unsupervised algorithm i.e. NAB does not provide feedback to the detector about false negatives and false positives. In the case of a false negative, NAB could indicate this mistake at the end of the label window. In the case of a false positive, NAB could immediately indicate the mistake. This addition would not need to impact any of the current detectors - the use of this additional information could be option. This feature would allow for supervised online learning algorithms to compete on NAB.