[image] In Random scaler encoder what does the parameter resolution do? iz Hi David, can you please help me. I am trying to encode SEAGen data which consists of mapping x,y float coordinates to an integer label of either 0 or 1. I’m using htm.core community with python3.7. I’m currently modify…

[image] In Random scaler encoder what does the parameter resolution do? All potential buckets will occupy act btw as far as resolution i only care about 0.0 - 9.9 range

I can’t find any example suitable for just primitive data types … The RDSE and ScalerEncoder are both encoders for a scalar number. That is a primitive data type. A category can be represented by an numeric index so the RDSE or ScalerEncoders will work. Boolean can be represented by the numbers…

Since I have three pieces of data (x,y,label), I should use 3 encoders rights?

Since I have three pieces of data (x,y,label), I should use 3 encoders rights? Yes, you will need 3 encoders. You have your choice of RDSE or Scalar encoder.

This is an interested use-case of HTM, so I have moved into its own topic in Engineering . [image] barnettjv: I am trying to encode SEAGen data which consists of mapping x,y float coordinates to an integer label of either 0 or 1 After looking up SEAGen , I assume the x,y represent locations of…

Hi Matt, so in my research, for my dissertation, I’m setting up an experiment that compares HTM as a classifier against the following specific classifiers (ARF, DWM, LevBag, OAUE, OSBoost, VFDT) using 9 different data sets: Artificial data streams: (Hyperplane, LED, RT, SEA) Real-world data st…

If this is purely a spatial classification task, HTM will not perform well. It looks like there is no temporal structure to your test data.

Thats ok as some of the other 8 data sets should contain temporal structure (electricity usage, airline). I expect my report will highlight that HTM does well with those but not well in artificial data streams. Oh and I forgot to mention that concept drift has been applied to the data streams along …

[image] barnettjv: My hypothesis is that HTM’s will do better with concept drift and noise for the real world data. I agree big time. I think this is one major way that HTM can shine over over approaches, especially how fast it adapts to the emergence of new patterns. In case you haven’t see…

HTM to process 2D SEAGen data

Engineering

barnettjv March 29, 2020, 6:38am 2

btw as far as resolution i only care about 0.0 - 9.9 range

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HTM to process 2D SEAGen data

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