Version 4.0.0 - RodentDataAnalytics/mwm-ml-gen GitHub Wiki

Synopsis

Major Changes

A number of new functionalities are available:

  • Ability to label whole trajectories
  • Ability to turn non-segmented trajectories into segments
  • Ability to add custom class tags
  • Ability to load custom computed trajectory features
  • More analysis results including confidence intervals and classification statistics.
  • Raw classification results are now exported for further custom analysis (or in case the Friedman test cannot be performed).

Minor Changes

  • Fixed axes labels and file names.
  • Better figure graphics.
  • Some parts of the code have been re-written.
  • Ability to read UTF16LE txt files.

Bugs and issues fixed

  • New more robust classification methodology (see issue).

3rd party code

  • detect_UTF_encoding.m written by Walter Roberson is being used to read UTF16LE txt files. Original code has minor modifications.

  • This code chunk is being used to get special folder paths in Windows OS (for MAC OS java.lang.System.getProperty is being used).

  • WekaUT - WekaUT contains a modified version of Weka. Some of the modifications include classes to handle semi-supervised clustering of text data.