Tested Ridge regression
Tested out online recursive linear regression.
Added historical values to feature space.
Added historical values to feature space.
Mean error mystery solved.
Removed sorting store in from AddMissingValues in preproc module.
This slowed down the performance. I think is not needed, since new store (_Cleaned2) is added.
Added stopwatch to count speed of processing for one day.
Also changed displaying stat to 1 day (not every record anymore).
Added 1 to the beginning of feature space. Prediction is slightly better.
But this is a hack!! 1 should be added where you generate feature extractor!!
Added visualization in index.html.
Added some fields to resampledStore.
Added module for special days featureExtractor.js
Changed store indexing in getStoreList(), from 2 on, because first store is now specialDays
Using function in feature extractor works!
Fixed bugs in featureExtractor.js