Hi Fergal, thanks for your reply. I assume you mean the contents of the model parameters that are required for anomaly detection by HTM Engine? For these datasets all I did was specify the name, minimum value and maximum value of the dataset. The rest of the model parameters are filled in by HTM Engine itself, as far as I know.
For all the given datasets I specified 0 as minimum and 100 as maximum. I use my own java app to generate data and convert and send datasets to the HTM Engine. For my setup I am using the skeleton htmengine app running on a linux vagrant box. The dates you see in the datasets are formatted so I can use the NuPIC visualisation project. I could try to dig up the model parameters that are stored in the HTM Engine cache on the Vagrant Box, but I'll have to find out how to get a clean export of it. I'll let you know when I have it. Met vriendelijke groet, Casper Rooker [email protected] On Tue, Dec 1, 2015 at 3:36 PM, Fergal Byrne <[email protected]> wrote: > Hi Casper, > > Please provide your parameter description, it's impossible to guess what's > going on just from the output. A github repo would be the best way to share > your setup. > > On Tue, Dec 1, 2015 at 2:29 PM, Cas <[email protected]> wrote: > >> P.S.: To clarify my problem, here is another dataset of a sine wave that >> HTM Engine is also reporting seemingly random anomaly scores on. I've >> included a picture of a piece of the data near the end of the file. >> >> Met vriendelijke groet, >> >> Casper Rooker >> [email protected] >> >> On Tue, Dec 1, 2015 at 1:03 PM, Cas <[email protected]> wrote: >> >>> Hello NuPIC, >>> >>> I'm using the HTM Engine to experiment with a self-generated pattern. I >>> have deployed it on several datasets from the NAB datasets with promising >>> results. >>> >>> I then offered a very simple dataset that I have generated myself, but >>> the anomaly scores are completely random across the entire dataset. I have >>> attached one dataset from the NuPIC anomaly benchmark with anomaly scores >>> and one dataset that I have generated myself along with anomaly scores. I'd >>> like to know your thoughts on what is making the HTM Engine report these >>> anomaly scores that are basically useless. >>> >>> With regards, >>> >>> Casper Rooker >>> [email protected] >>> >> >> > > > -- > > Fergal Byrne, Brenter IT @fergbyrne > > http://inbits.com - Better Living through Thoughtful Technology > http://ie.linkedin.com/in/fergbyrne/ - https://github.com/fergalbyrne > > Founder of Clortex: HTM in Clojure - > https://github.com/nupic-community/clortex > Co-creator @OccupyStartups Time-Bombed Open License > http://occupystartups.me > > Author, Real Machine Intelligence with Clortex and NuPIC > Read for free or buy the book at https://leanpub.com/realsmartmachines > > e:[email protected] t:+353 83 4214179 > Join the quest for Machine Intelligence at http://numenta.org > Formerly of Adnet [email protected] http://www.adnet.ie >
