Swarming on anomaly detection mission

[Moti]

Hello,
I build an HTM model that need to find anomaly on my datasets, I am using only with the raw anomaly score.
My question is, I need to apply swarming mechanism on my model ? or swarming improve and efficient only in classification problem?.
What the difference in the swarming mechanism between classification and anomaly prediction?

I want to swarm only the HTM model parameters like Cells Per Column, the encoders params I want to define by myself, so using the getScalarMetricWithTimeOfDayAnomalyParams not suitable to my case… in addition, I am working only with the raw anomaly score (prediction cells vs actual cells).

Thanks,
MAK

[rhyolight]

Don't swarm for Anomaly models

Continuing the discussion from Bad Anomaly detection for complex periods data: This keeps coming up in different ways, so I just want to clarify. If you want to get temporal anomalies from streams of scalar data, you do not need to run a swarm. We already have model parameters you can use the are generally good at detecting scalar anomalies. You can get them by calling this function with the right parameters: Here is an example case of them being used for NAB (thanks @alavin): There you g…