2012년 2월 10일 금요일

Pan-STARRS MDF Quasar Project


All the lightcurves from all MDF fields are coming soon.

I'm working on Quasar (QSO, AGN) selection on the basis of 
time variability and machine learning 
using Pan-STARRS MDF lightcurves.


The preliminary classification model using SVM (Support Vector Machine)
shows 95% recall and 75% precision. We're pretty sure that the final model will give 99% recall and at least 85% precision.

Very excited to apply the final morel to the whole MDF lightcurves!!!!