Final feature validation

[codaich]

• Test on SLAC, Bodhidharma MIDI, MIDI_Malcolm and MEI test sets.
  • Do this for MEI and MIDI (and mixed) inputs.
  • Do this for ACE XML, ARFF and CSV outputs.
  • Do for all features as well as only for 1-D features.
  • Do this windowed and not windowed extraction.
• Verify that all features in manual are being extracted (including the two MEI ones) once and only once.
  • Verify that there are the correct number of total features are being extracted.
  • Verify that features are being saved in the correct order.
  • Verify that feature values are actually being saved under correct feature labels.
• Check feature values for general mathematical reasonableness
  • Verify that not getting feature values of NaN, infinity, null or -# (unless there is no better default alternative).
  • Verify that there is reasonable variance in the values of each feature.
  • Check for massive outliers.
  • Check instances with a Range value of 0 (could be OK if only contains unpitched instruments or no notes, but make sure).
  • Check a unpitched percussion-only track to make sure that it isn't getting any false pitches (e.g. MIDI_SLAC\Rap - Pop Rap\Run DMC - Sucka MCs.mid).
• Verify that features are being extracted from all input files.
  • Check for error messages thrown by jSymbolic.
  • Check feature files have correct number of instances (i.e. no missed exceptions).
• Verify that feature values are musicologically correct.
  • Make sure manual descriptions were correctly interpreted
  • Compare to old jSymbolic1 feature results to new jSymbolic2 values
  • Will need to hand cacluculate feature values from custom MIDI amd MEI files in order to verify them all

[codaich]

Also run unit tests.