Weekly Report -- 08/06/2012
Marked the latest batch of libtrace assignments for 513.
Continued manually checking for anomalies in my various test time series. Found a few scenarios where a certain type of pattern in the time series would cause the prediction algorithm to go a bit crazy for a while. After a bit of investigation, I found the problem was caused by the denoising algorithm which was creating the problematic pattern.
Throwing all my manual classifications into WEKA unfortunately did not reveal any obvious avenues for improvement, so it is back to the drawing board a bit on this one. None of the metrics I currently have can help resolve the false positives and false negatives, so I'll need to look for a new one.