Uploaded image for project: 'Moodle'
  1. Moodle
  2. MDL-58992

Add multi-class capabilities to prediction processors

XMLWordPrintable

    • MOODLE_34_STABLE, MOODLE_38_STABLE
    • MOODLE_38_STABLE
    • MDL-58992_master
    • Hide

      Prerequisites:

      1. Need python3
      2. Need pip3 (apt-get install python3-pip)

      Testing

      1. Install the new version of the python package 

        git clone git://github.com/dmonllao/moodle-mlbackend-python.git
        		 
        cd moodle-mlbackend-python
        		 
        git checkout MDL-58992_master
        		 
        pip3 install setuptools wheel
        		 
        pip3 install -e .

        1. Confirm that you did not see any error during the installation process
      2. Check the version: 

        python3 -m moodlemlbackend.version

        1. Confirm that the version reported was 2.1.0
      3. Set $CFG->pathtopython = '/full/path/to/python3'; in your config.php (to just specify 'python3' is probably enough)
      4. Run unit tests, they should pass with no skipped tests related to 'analytics' nor to 'mlbackend'

      vendor/bin/phpunit --verbose

      Show
      Prerequisites: Need python3 Need pip3 (apt-get install python3-pip) Testing Install the new version of the python package git clone git://github.com/dmonllao/moodle-mlbackend-python.git cd moodle-mlbackend-python git checkout MDL-58992_master pip3 install setuptools wheel pip3 install -e . Confirm that you did not see any error during the installation process Check the version: python3 -m moodlemlbackend.version Confirm that the version reported was 2.1.0 Set $CFG->pathtopython = '/full/path/to/python3'; in your config.php (to just specify 'python3' is probably enough) Run unit tests, they should pass with no skipped tests related to 'analytics' nor to 'mlbackend' vendor/bin/phpunit --verbose

      The current prediction processor API is limited to supervised learning binary classifiers. Some models will require multiple classes. An example of this is a model where instead of predicting if a student will fail x or pass it we want to know if the grade will be 'very low', 'low', 'normal', 'high' or 'very high'

        1. screenshot-1.png
          screenshot-1.png
          168 kB

            Apetrei Vlad Apetrei
            dmonllao David Monllaó
            David Monllaó David Monllaó
            Jake Dallimore Jake Dallimore
            Janelle Barcega Janelle Barcega
            Votes:
            0 Vote for this issue
            Watchers:
            6 Start watching this issue

              Created:
              Updated:
              Resolved:

                Estimated:
                Original Estimate - 0 minutes
                0m
                Remaining:
                Remaining Estimate - 0 minutes
                0m
                Logged:
                Time Spent - 1 day, 6 hours, 5 minutes
                1d 6h 5m

                  Error rendering 'clockify-timesheets-time-tracking-reports:timer-sidebar'. Please contact your Jira administrators.