daniel-muthukrishna / astrorapid

Real-time Automated Photometric IDentification (RAPID) of astronomical transients using deep learning
https://astrorapid.readthedocs.io
MIT License
15 stars 14 forks source link

Missing transient class in predictions #7

Open mFulton07 opened 4 years ago

mFulton07 commented 4 years ago

There seems to be a missing transient class in the plotting of the lightcurve model. In the example attached, the predictions for the transient classes visible for ZTF20aadtar all drop to zero probability after 60 days on the plots, so the sum of the probabilities does not sum up to one. However, looking in the get_predictions (which have been outputted to excel sheet) I can see a column, dubbed 'XXXXX', that makes up the missing prediction values. What transient class does this mysterious column refer to?

classification_vs_time_ZTF20aadtarr_non_dets_exc_step_no_interp.pdf

ZTF20aadtarr_non_dets_exc_predict_vals.xlsx