Difference: Mixed ( vs. 1)

Revision 12019-02-14 - AshishMahabal

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META TOPICPARENT name="MachineLearning"

Broad ToDos

  • Get requirements from SWGs for RB
    • Provide RB as a function of magnitude
    • Provide RB ROC curves (we have them in the paper - put plot for latest versions on wiki)
    • RB scores for all points in a light curve (Cosmology group does not want to lose any transient - requirement: at least one point above RB 0.3)
    • Completeness through comparison with TNS (AMPEL draft)
    • Completeness through detection of asteroids
  • Do RB for Galactic Plane
    • Put RB for GP plot on wiki (using latest model). Also one for higher latitudes
    • Add one member per SWG to Zwickyverse scanning
    • Compute RB performance as a function of stellar density (using objects per field at all latitudes)
  • Analyze Zooniverse data
    • Analyze human biases
    • Get purer reals and bogus candidates to be added to training sample
    • Check orphans and SNe being found against the Marshal
      • AVRO ids for these objects -> Zooniverse program on GROWTH Marshal
      • Marshal (GROWTH and variable?) conesearch matches for all "mentioned" ids?
    • Implement early retirement

-- Ashish Mahabal - 2019-02-14

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