Design more informed Anomaly detector

[breznak]

• [ ] more informed anomaly
  • current impl. uses only the fulfilled/active ratio
  • [ ] no diff for unfulfilled predictions (should "worsen" the anomaly)
• [ ] confidence: no penalty for too much predictions
  • eg. you predict 100 possible outcomes, how useful/trustworthy is then when 1 of your predictions is fulfilled?
• [ ] can we use some SDR properties in the process?
  • context growing #46
  • TM should do inhibition
• [ ] confirmed, deep down the line predictions (100 steps confirmed with the predictions) -> bigger anomaly on breakage then if on beggining; "momentum" of confidence
  • or in TM: #45