Hey everyone, I’ve been playing with HTM for the past few weeks now and I seem to be getting very high anomalylikelihood values for all of my datasets. As a sanity check I re-ran the hot gym anomaly tutorial, with the Tuesdays removed, and am getting likelihood values which are consistently and significantly higher than @rhyolight was getting in the Hot Gym Anomaly Tutorial. Also, If you take a look at the likelihoods in the inserted image you can also see that there is a high anomaly likelihood for not just the first Tuesday, but the following ones as well. Any help would be much appreciated.
I am running nupic 0.6.0 and nupic.bindings 0.6.0. I am using the github version of requisite hot gym files, including the model params file, i.e., not running my own swarm. Or to be more accurate, a slightly modified version of those files as the github is using nupic 0.7.0, so I have changed the requisite parameters back down to the 0.6.0 versions, e.g., HTMprediction to CLA, tmParams to tpParams and so on.
https://gist.github.com/mseinstein/a4775f460c0e60e824dfd688f646f3cb
https://gist.github.com/mseinstein/4448491cb328b3f1a2354cc680569fcd