Uploaded image for project: 'Moodle'
  1. Moodle
  2. MDL-67040

Improve the performance of the Analytics ML layer when using small datasets

XMLWordPrintable

    • MOODLE_39_STABLE
    • MOODLE_39_STABLE
    • MDL-67040_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-67040_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 2.4.0
      3. Set $CFG->pathtopython = '/full/path/to/python3'; in your config.php (to just specify 'python3' is probably enough)
      4. Unit tests including PHPUNIT_LONGTEST should pass and no analytics tests should be skipped. You can do it running the command below:

        vendor/bin/phpunit analytics/tests/prediction_test.php
        

      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-67040_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 2.4.0 Set $CFG->pathtopython = '/full/path/to/python3'; in your config.php (to just specify 'python3' is probably enough) Unit tests including PHPUNIT_LONGTEST should pass and no analytics tests should be skipped. You can do it running the command below: vendor/bin/phpunit analytics/tests/prediction_test.php

      The ML layer has some hardcoded values that may not help models generalise well to all sort of sites. These parameters should change depending on the data available for training.

            dmonllao David Monllaó
            dmonllao David Monllaó
            Victor Déniz Falcón Victor Déniz Falcón
            Eloy Lafuente (stronk7) Eloy Lafuente (stronk7)
            Eloy Lafuente (stronk7) Eloy Lafuente (stronk7)
            Votes:
            0 Vote for this issue
            Watchers:
            5 Start watching this issue

              Created:
              Updated:
              Resolved:

                Estimated:
                Original Estimate - Not Specified
                Not Specified
                Remaining:
                Remaining Estimate - 0 minutes
                0m
                Logged:
                Time Spent - 1 week, 3 hours
                1w 3h

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